{"id":"W2941377864","doi":"10.1097/01.ju.0000555449.91087.2b","title":"MP18-04 IMPACT OF PUTATIVE CHEMOPREVENTATIVE AGENTS ON PROSTATE CANCER DIAGNOSIS","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Cancer; Gynecology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001667236,0.0003883505,0.0005855017,0.001879261,0.0007792873,0.002515891,0.001043726,0.001556559,0.1942798],"category_scores_gemma":[0.007681678,0.000250562,0.0009004278,0.00119316,0.000305293,0.0008487295,0.001179218,0.001775185,0.04050492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00164144,"about_ca_system_score_gemma":0.003303118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006717454,"about_ca_topic_score_gemma":0.01230635,"domain_scores_codex":[0.99865,0.0001990429,0.00008970135,0.0001115371,0.0007449781,0.0002047885],"domain_scores_gemma":[0.9917624,0.00126033,0.0008014095,0.0002625122,0.004142477,0.001770885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001008861,0.0002832499,0.01007639,0.0008640874,0.00009020598,0.0002095916,0.00002615084,0.0001139904,0.0005354826,0.000986142,0.7729176,0.2128881],"study_design_scores_gemma":[0.0003809838,0.0006503445,0.03731904,0.001003411,0.0001164332,0.000511173,0.00009738634,0.0001683332,0.00118403,0.0005512849,0.9579921,0.00002538871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03677158,0.1165278,0.001385607,0.2057615,0.06113289,0.001180208,0.08136651,0.002568055,0.493306],"genre_scores_gemma":[0.1097186,0.08766193,0.003511665,0.03684731,0.04488558,0.00054921,0.05081898,0.0009466827,0.66506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1942798,"threshold_uncertainty_score":0.6499308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03419591214179501,"score_gpt":0.4055844384149446,"score_spread":0.3713885262731496,"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."}}