{"id":"W2981630704","doi":"10.1111/bju.14935","title":"Active surveillance in intermediate‐risk prostate cancer","year":2019,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostate cancer; Disease; Prostate; Population; Internal medicine; Cancer; Magnetic resonance imaging; Radiological weapon; Biopsy; Genetic testing; Oncology; Surgery; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000574564,0.0001486745,0.0003585976,0.0004723334,0.0001659953,0.0004197617,0.0002621556,0.0003202397,0.001551247],"category_scores_gemma":[0.001731956,0.00006195466,0.0002977392,0.0004154837,0.0003044402,0.000308694,0.0003192395,0.0004844372,0.0002137821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929657,"about_ca_system_score_gemma":0.0004106827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006092591,"about_ca_topic_score_gemma":0.001138923,"domain_scores_codex":[0.9997112,0.0001260015,0.00003480817,0.00003012371,0.00006608921,0.00003167713],"domain_scores_gemma":[0.9993148,0.000343721,0.0001606327,0.00001676181,0.00007193346,0.00009221557],"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":[0.001734041,0.0001243269,0.098363,0.007858439,0.000256784,0.002187255,0.0003069764,0.0007719132,0.002936868,0.002081024,0.01067083,0.8727084],"study_design_scores_gemma":[0.0005945871,0.006933353,0.4966278,0.02167347,0.00141718,0.09656654,0.001247294,0.00167449,0.006997618,0.008647851,0.357454,0.0001657029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09627713,0.8866619,0.002321944,0.002805488,0.0004292982,0.00003487992,0.0001439208,0.00006273848,0.01126268],"genre_scores_gemma":[0.7803079,0.2134775,0.00156892,0.001432914,0.001295555,0.00002894657,0.0003980568,0.00001321484,0.001476943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001551247,"threshold_uncertainty_score":0.005189419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006711217590985969,"score_gpt":0.2599216442711685,"score_spread":0.2532104266801826,"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."}}