{"id":"W3023426042","doi":"10.1097/mou.0000000000000393","title":"Active surveillance for low-risk prostate cancer","year":2017,"lang":"en","type":"review","venue":"Current Opinion in Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostate cancer; Disease; Conservative management; Cancer; Risk assessment; Biomarker; Intensive care medicine; Biopsy; Prostate-specific antigen; Oncology; Internal medicine; Surgery","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":[0.0008016629,0.0007722001,0.001413586,0.001320363,0.0001772062,0.0009923313,0.0009293575,0.0009168774,0.005002462],"category_scores_gemma":[0.00336261,0.0001717781,0.0006755618,0.001139741,0.0003497466,0.0008005652,0.0004366027,0.001228905,0.001792758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000463895,"about_ca_system_score_gemma":0.001322815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031967,"about_ca_topic_score_gemma":0.00105562,"domain_scores_codex":[0.999549,0.0001230449,0.00008253614,0.00006301611,0.000158912,0.00002346868],"domain_scores_gemma":[0.9984669,0.0007602374,0.0003229819,0.00002476857,0.0003387418,0.0000862474],"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":[0.0001187681,0.00002591698,0.0005477493,0.05464239,0.0002237624,0.0001739875,0.00004137203,0.0002120355,0.0001865175,0.001053526,0.09221946,0.8505546],"study_design_scores_gemma":[0.00006383779,0.0002422677,0.004793911,0.07825781,0.0006763058,0.003752814,0.0001034999,0.0001580202,0.000284152,0.001339564,0.9102926,0.00003518585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008881197,0.9976681,0.00008526119,0.0004958449,0.0008847433,0.00001276385,0.00004025867,0.000007652424,0.0007165255],"genre_scores_gemma":[0.001164244,0.9961269,0.0001317172,0.0007051707,0.001446989,0.00001574,0.00008494555,0.0000036888,0.0003205521],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005002462,"threshold_uncertainty_score":0.0167349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653784291157974,"score_gpt":0.4766836059304756,"score_spread":0.3113051768146782,"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."}}