{"id":"W4394726136","doi":"10.3390/siuj5020018","title":"Can Artificial Intelligence Treat My Urinary Tract Infections?—Evaluation of Health Information Provided by OpenAI™ ChatGPT on Urinary Tract Infections","year":2024,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urinary system; Medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007756501,0.0003602363,0.0004427246,0.001169424,0.0004217922,0.001251661,0.0005436285,0.0007934308,0.001948543],"category_scores_gemma":[0.04996153,0.0001373518,0.0004500317,0.0007494807,0.0005109675,0.001016572,0.001489615,0.0006923992,0.0006728297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005940659,"about_ca_system_score_gemma":0.0007930177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002746512,"about_ca_topic_score_gemma":0.00326351,"domain_scores_codex":[0.9910831,0.006602483,0.0005139702,0.000450274,0.001073251,0.000276902],"domain_scores_gemma":[0.9467825,0.04343628,0.002029801,0.001815767,0.00427486,0.001660781],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006383677,0.003922123,0.4599785,0.003852198,0.0004821254,0.002572287,0.06582132,0.006244744,0.01303559,0.0008084806,0.01293786,0.4239611],"study_design_scores_gemma":[0.000390516,0.01004036,0.8331911,0.001592505,0.0009165808,0.00263928,0.04846676,0.04000608,0.01894126,0.002121202,0.04137873,0.0003155921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928069,0.0003155885,0.001812818,0.0005966039,0.00004119253,0.0002486626,0.0005614258,0.0002508147,0.003365915],"genre_scores_gemma":[0.9918041,0.0002456883,0.005452903,0.0003236944,0.00003389718,0.0001711531,0.0009348345,0.00003341092,0.001000265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9922435,"threshold_uncertainty_score":0.04102081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2201330811562689,"score_gpt":0.475009627785451,"score_spread":0.2548765466291821,"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."}}