Andrea Cocci

Dr. Andrea Cocci


Research Focus & Metrics

Academic Career Length

12Years (2015-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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14 May 2024 in Prostate Cancer and Prostatic Diseases
Verified
Journal Article
Open access
PDF file
JHJacob S. Hershenhouse
Jacob S. Hershenhouse
DMDaniel Mokhtar
Daniel Mokhtar
MEMichael B. Eppler
Michael B. Eppler
SRSeverin Rodler
Severin Rodler
LRLorenzo Storino Ramacciotti
Lorenzo Storino Ramacciotti
Giovanni E. CacciamaniGiovanni E. Cacciamani
Giovanni E. Cacciamani
Background: Generative Pretrained Model (GPT) chatbots have gained popularity since the public release of ChatGPT. Studies have evaluated the ability of different GPT models to provide information about medical conditions. To date, no study has assessed the quality of ChatGPT outputs to prostate cancer related questions from both the physician and public perspective while optimizing outputs for patient consumption. Methods: Nine prostate cancer-related questions, identified through Google Trends (Global), were categorized into diagnosis, treatment, and postoperative follow-up. These questions were processed using ChatGPT 3.5, and the responses were recorded. Subsequently, these responses were re-inputted into ChatGPT to create simplified summaries understandable at a sixth-grade level. Readability of both the original ChatGPT responses and the layperson summaries was evaluated using validated readability tools. A survey was conducted among urology providers (urologists and urologists in training) to rate the original ChatGPT responses for accuracy, completeness, and clarity using a 5-point Likert scale. Furthermore, two independent reviewers evaluated the layperson summaries on correctness trifecta: accuracy, completeness, and decision-making sufficiency. Public assessment of the simplified summaries’ clarity and understandability was carried out through Amazon Mechanical Turk (MTurk). Participants rated the clarity and demonstrated their understanding through a multiple-choice question. Results: GPT-generated output was deemed correct by 71.7% to 94.3% of raters (36 urologists, 17 urology residents) across 9 scenarios. GPT-generated simplified layperson summaries of this output was rated as accurate in 8 of 9 (88.9%) scenarios and sufficient for a patient to make a decision in 8 of 9 (88.9%) scenarios. Mean readability of layperson summaries was higher than original GPT outputs ([original ChatGPT v. simplified ChatGPT, mean (SD), p-value] Flesch Reading Ease: 36.5(9.1) v. 70.2(11.2), <0.0001; Gunning Fog: 15.8(1.7) v. 9.5(2.0), p < 0.0001; Flesch Grade Level: 12.8(1.2) v. 7.4(1.7), p < 0.0001; Coleman Liau: 13.7(2.1) v. 8.6(2.4), 0.0002; Smog index: 11.8(1.2) v. 6.7(1.8), <0.0001; Automated Readability Index: 13.1(1.4) v. 7.5(2.1), p < 0.0001). MTurk workers (n = 514) rated the layperson summaries as correct (89.5–95.7%) and correctly understood the content (63.0–87.4%). Conclusion: GPT shows promise for correct patient education for prostate cancer-related contents, but the technology is not designed for delivering patients information. Prompting the model to respond with accuracy, completeness, clarity and readability may enhance its utility when used for GPT-powered medical chatbots.

7 May 2020 in Journal of Psychosomatic Obstetrics & Gynecology
Verified
Journal Article
Closed access
EMElisabetta Micelli
Elisabetta Micelli
GCGianmartin Cito
Gianmartin Cito
Andrea CocciAndrea Cocci
Andrea Cocci
GPGaia Polloni
Gaia Polloni
GRGiorgio Ivan Russo
Giorgio Ivan Russo
MCMaria Elisabetta Coccia
Maria Elisabetta Coccia
Purpose: To evaluate the impact of the COVID-19 pandemic lifestyle change on couples of reproductive age and on their desire for parenthood. Materials and methods: A quantitative correlational research study, based on a web survey, was conducted among Italian men and women in heterosexual stable relationships, aged between 18 and 46 years. The self-administered Italian version questionnaire was created using Google Forms and posted on chats and social networks.The mood of participants before and during the quarantine was assessed using a scale from 1 to 10 (1 = no wellbeing; 10 = total wellbeing). Couples’ quality of life and their reproductive desire were evaluated. Results: 1482 respondents were included: 944 women (63.7%) and 538 men (36.3%). A significant trend toward reduced mean wellbeing scores during the quarantine, compared to before, was found (p < .01). From 18.1% participants who were planning to have a child before the pandemic, 37.3% abandoned the intention, related to worries of future economic difficulties (58%) and consequences on pregnancy (58%). Of 81.9% who did not intend to conceive, 11.5% revealed a desire for parenthood during quarantine than before (p < .01), related to will for change (50%) and need for positivity (40%). 4.3% of these actually tried to get pregnant. Stratifying by age, a trend toward older ages was found in the desire for parenthood before and during the COVID-19 pandemic (p < .05). Conclusions: COVID-19 pandemic is impacting on the desire for parenthood. It is unknown whether these findings will result in a substantial modification of birth rate in the near future.

29 July 2023 in Prostate Cancer and Prostatic Diseases
Verified
Journal Article
Closed access
PDF file
Andrea CocciAndrea Cocci
Andrea Cocci
MPMarta Pezzoli
Marta Pezzoli
MRMattia Lo Re
Mattia Lo Re
Giorgio Ivan RussoGiorgio Ivan Russo
Giorgio Ivan Russo
MAMaria Giovanna Asmundo
Maria Giovanna Asmundo
EDEmil Durukan
Emil Durukan

14 May 2020 in International Journal Of Impotence Research
Verified
Journal Article
Open access
PDF file
Andrea CocciAndrea Cocci
Andrea Cocci
DGDaniel Giunti
Daniel Giunti
CTCamilla Tonioni
Camilla Tonioni
Giovanni E. CacciamaniGiovanni E. Cacciamani
Giovanni E. Cacciamani
RTRiccardo Tellini
Riccardo Tellini
Giorgio Ivan RussoGiorgio Ivan Russo
Giorgio Ivan Russo

13 May 2016 in Neurourology and Urodynamics
Verified
Journal Article
Closed access
PDF file
MDMarcus Drake
Marcus Drake
AAApostolos Apostolidis
Apostolos Apostolidis
Andrea CocciAndrea Cocci
Andrea Cocci
AEAnton Emmanuel
Anton Emmanuel
JGJerzy B. Gajewski
Jerzy B. Gajewski
JWJean Jacques Wyndaele
Jean Jacques Wyndaele

1 January 2020 in The World Journal of Men's Health
Verified
Journal Article
Open access
PDF file
GCGianmartin Cito
Gianmartin Cito
Andrea CocciAndrea Cocci
Andrea Cocci
EMElisabetta Micelli
Elisabetta Micelli
AGAlejandro Gabutti
Alejandro Gabutti
Giorgio Ivan RussoGiorgio Ivan Russo
Giorgio Ivan Russo
ANAlessandro Natali
Alessandro Natali
Cito G, et al. World J Mens Health. 2019 Jan;37:e25. https://doi.org/10.5534/wjmh.190057