{"id":"W1993139092","doi":"10.5489/cuaj.12272","title":"Radical prostatectomy is the most cost-effective primary treatment modality for men diagnosed with high-risk prostate cancer","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Prostate cancer; Prostatectomy; Medicine; Primary treatment; Modality (human–computer interaction); Urology; Treatment modality; Prostate; Oncology; Cancer; Internal medicine; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005004654,0.0004704673,0.0008990609,0.0007311368,0.0005405913,0.0008876975,0.0007962787,0.0004207541,0.02708098],"category_scores_gemma":[0.001502496,0.0001462108,0.0006377043,0.0009780593,0.0003273745,0.0005932121,0.0008059036,0.0006637859,0.007311937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008900783,"about_ca_system_score_gemma":0.002041199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004888793,"about_ca_topic_score_gemma":0.01302739,"domain_scores_codex":[0.9995232,0.00008964196,0.00002405668,0.00006308092,0.0002525146,0.00004759768],"domain_scores_gemma":[0.9993879,0.00008924208,0.000147873,0.00002766772,0.0001267816,0.0002206171],"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":[0.0003087533,0.000277298,0.01502019,0.001938605,0.0002713632,0.0003147961,0.00004406203,0.0005092348,0.0009560861,0.001737343,0.1856424,0.7929798],"study_design_scores_gemma":[0.0004113741,0.001798784,0.1310936,0.003955054,0.0005234294,0.00564052,0.0003164368,0.0009217599,0.0009958027,0.0058314,0.8483958,0.0001160242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07272495,0.6994117,0.007071414,0.05860085,0.006173043,0.0007032712,0.01324556,0.001134322,0.1409348],"genre_scores_gemma":[0.4892438,0.3992905,0.00887148,0.01668422,0.01543588,0.0002991396,0.01070612,0.0003031085,0.05916569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02708098,"threshold_uncertainty_score":0.09059489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253393501567658,"score_gpt":0.2561996127924695,"score_spread":0.2436656777767929,"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."}}