{"id":"W2008560163","doi":"10.1503/cmaj.050631","title":"In patients with early prostate cancer, is surgery better than watchful waiting?","year":2005,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Watchful waiting; Prostate cancer; Prostatectomy; Medicine; Prostate; Cancer; Gynecology; General surgery; Urology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001352316,0.000288335,0.0009873868,0.0004785686,0.00163821,0.001433536,0.0004806893,0.0101462,0.004192098],"category_scores_gemma":[0.0141398,0.0002160285,0.0005586141,0.0009750099,0.0008807326,0.001811312,0.0003233952,0.007217841,0.001569408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538484,"about_ca_system_score_gemma":0.001782265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004829371,"about_ca_topic_score_gemma":0.008645662,"domain_scores_codex":[0.9989136,0.0003525774,0.0001619758,0.0001159808,0.0002341393,0.0002217941],"domain_scores_gemma":[0.9962017,0.00222472,0.0003865137,0.00006105765,0.0003833795,0.000742597],"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":[0.002167395,0.0003593162,0.07513126,0.0008383557,0.0001409734,0.02427993,0.0009002722,0.0004328946,0.001444326,0.004709482,0.6803598,0.2092361],"study_design_scores_gemma":[0.003190149,0.002937356,0.1597889,0.004620818,0.0005424672,0.08765307,0.005617206,0.0013634,0.0009827338,0.03819435,0.6948185,0.000291119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0134604,0.01452096,0.0001189894,0.9586043,0.006274332,0.00001390019,0.0001158858,0.00002042491,0.006870853],"genre_scores_gemma":[0.1319155,0.0304861,0.0003385207,0.7656274,0.06573338,0.00004383723,0.000195915,0.00001907428,0.005640261],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0101462,"threshold_uncertainty_score":0.0140239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006761471475079405,"score_gpt":0.2191757121909088,"score_spread":0.2124142407158294,"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."}}