{"id":"W4249842624","doi":"10.1097/ju.0000000000000983","title":"This Month in Adult Urology","year":2020,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Watchful waiting; Cancer; Internal medicine; Gynecology; Surgery; General surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006451255,0.001027151,0.001133239,0.001466964,0.001680412,0.004366796,0.000700002,0.001885102,0.8381636],"category_scores_gemma":[0.004166153,0.0004770574,0.0008318757,0.001423948,0.0005833833,0.002799863,0.002468028,0.003033119,0.6705684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005750218,"about_ca_system_score_gemma":0.001175643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530844,"about_ca_topic_score_gemma":0.0046814,"domain_scores_codex":[0.9993737,0.00006844655,0.00005280823,0.0001151106,0.0002473589,0.0001425898],"domain_scores_gemma":[0.9966972,0.0002661004,0.0001806562,0.0001995438,0.000823819,0.001832721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002414432,0.00003579151,0.0002658358,0.0001246774,0.000004290775,0.00009241723,0.00002014365,0.00001174235,0.0001097034,0.0003828024,0.9515204,0.04740792],"study_design_scores_gemma":[0.000006440805,0.00001571858,0.0005288577,0.0001799653,0.000001609061,0.0001985514,0.00003673006,0.000008923575,0.00003914887,0.0001158492,0.998863,0.000005408485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001336778,0.01101593,0.0006449287,0.01204409,0.07291424,0.000176166,0.001973667,0.002421817,0.8974724],"genre_scores_gemma":[0.003327831,0.006168731,0.0004756947,0.007885304,0.01047711,0.00005520161,0.00103545,0.0007132412,0.9698614],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8381636,"threshold_uncertainty_score":0.2308399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834753549749945,"score_gpt":0.2663557490873724,"score_spread":0.2480082135898729,"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."}}