{"id":"W3045271368","doi":"10.1200/jco.20.00315","title":"Cancer and Leukemia Group B 90203 (Alliance): Radical Prostatectomy With or Without Neoadjuvant Chemohormonal Therapy in Localized, High-Risk Prostate Cancer","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute","keywords":"Medicine; Prostatectomy; Prostate cancer; Oncology; Cancer; Internal medicine; Prostate; Urology","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":[0.001243314,0.0002906609,0.0005666013,0.0002407523,0.0002354699,0.0002723586,0.0003344944,0.0004214248,0.004188778],"category_scores_gemma":[0.0008387867,0.0000771851,0.0003537477,0.0003843344,0.000302775,0.0001792027,0.0003977923,0.0006611223,0.0007580243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919192,"about_ca_system_score_gemma":0.001203052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006957256,"about_ca_topic_score_gemma":0.002445095,"domain_scores_codex":[0.9994045,0.0004123579,0.00003062515,0.00004365371,0.00004463981,0.00006416899],"domain_scores_gemma":[0.9996283,0.00006604435,0.00006689874,0.00002998232,0.00001568546,0.0001930527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.24096,0.01266605,0.1459824,0.001178065,0.0009330129,0.0003131297,0.0001243186,0.004283199,0.01349943,0.001239326,0.0211132,0.5577078],"study_design_scores_gemma":[0.234547,0.2241513,0.4536389,0.0005872798,0.001813596,0.002491778,0.0001859121,0.004427714,0.00341906,0.002978904,0.07169428,0.00006439407],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692142,0.01098388,0.001363165,0.001964825,0.0003321194,0.001268786,0.001300487,0.00009212688,0.01348036],"genre_scores_gemma":[0.9832629,0.004339917,0.00247797,0.00206305,0.0003925425,0.001817453,0.00215367,0.00001992412,0.003472585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004188778,"threshold_uncertainty_score":0.01401287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06954885573671507,"score_gpt":0.4080124734975627,"score_spread":0.3384636177608477,"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."}}