{"id":"W4404133671","doi":"10.1097/upj.0000000000000740","title":"Evaluation of ChatGPT as a Reliable Source of Medical Information on Prostate Cancer for Patients: Global Comparative Survey of Medical Oncologists and Urologists","year":2024,"lang":"en","type":"article","venue":"Urology Practice","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Astellas Pharma; AstraZeneca; National Institutes of Health; Ipsen; Pfizer","keywords":"Medicine; Prostate cancer; Cancer; Gynecology; Family medicine; Medical physics; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008332283,0.00008935459,0.0002994245,0.00009204375,0.00003418417,0.000006749702,0.00008977985,0.0003398941,0.0001251154],"category_scores_gemma":[0.03136474,0.00007308344,0.00002857132,0.0002555963,0.0003102749,0.000246049,0.0000354368,0.0002525636,0.000009161781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247412,"about_ca_system_score_gemma":0.002493094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372328,"about_ca_topic_score_gemma":0.0008053114,"domain_scores_codex":[0.9970121,0.0005466382,0.0006798761,0.0001722542,0.001437433,0.000151701],"domain_scores_gemma":[0.9941317,0.002774289,0.0004304506,0.0001315358,0.002422071,0.0001099806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01574708,0.002461093,0.2942953,0.001477914,0.000633675,0.00000542736,0.02475389,0.001048648,0.00001521843,0.006625364,0.01188662,0.6410497],"study_design_scores_gemma":[0.003327056,0.03249253,0.4451504,0.0009827751,0.002565205,0.0001707407,0.006973815,0.4073252,0.002464686,0.004048644,0.09408142,0.0004174804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747066,0.001138893,0.0005323722,0.02136309,0.0006169128,0.0009924799,0.00004121044,0.00001543397,0.0005929614],"genre_scores_gemma":[0.9974574,0.0008226623,0.00009495,0.001342839,0.00005068857,0.0001052521,0.0001143692,0.000004199856,0.00000758983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6406323,"threshold_uncertainty_score":0.9928444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2205079558383189,"score_gpt":0.5458462985613796,"score_spread":0.3253383427230606,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}