{"id":"W2326058712","doi":"10.1097/mou.0000000000000048","title":"5-Alpha reductase inhibitors in active surveillance","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Secondary prevention; Drug; Food and drug administration; Prostate cancer; Watchful waiting; Clinical trial; Intensive care medicine; Family medicine; Internal medicine; Cancer; Environmental health; Pharmacology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000308473,0.0004386758,0.002125395,0.000530128,0.00001987254,0.000007834174,0.0001381764,0.000345215,0.00006198711],"category_scores_gemma":[0.0001608145,0.0003559847,0.0002758424,0.0004499876,0.0001106972,0.00003471693,0.00009210955,0.0008214997,0.000101992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005472661,"about_ca_system_score_gemma":0.0004322649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002793182,"about_ca_topic_score_gemma":0.00001437613,"domain_scores_codex":[0.9974167,0.0004193273,0.0008395265,0.0007166202,0.0001562764,0.0004515483],"domain_scores_gemma":[0.9986994,0.0003215431,0.0003531463,0.000446095,0.0000431449,0.0001367038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005579876,0.0004656063,0.00241851,0.01097546,0.00005004084,0.00001540949,0.00005477369,0.000001031837,3.1699e-8,0.0001249988,0.005073443,0.9807649],"study_design_scores_gemma":[0.001343796,0.000423216,0.001203007,0.01005521,0.00007427161,0.00005234497,0.000004066218,0.000004006616,6.191706e-7,0.0000575223,0.9865408,0.0002411339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007777633,0.9895914,0.000002219621,0.000351136,0.008185024,0.001474137,0.0001148025,0.0000267027,0.0001768064],"genre_scores_gemma":[0.0006120351,0.9961461,0.000008017018,0.00003389934,0.0009012356,0.0009727873,0.0012717,0.00004571075,0.000008507986],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9814674,"threshold_uncertainty_score":0.9998892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08199035041504242,"score_gpt":0.4180076010400306,"score_spread":0.3360172506249882,"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."}}