{"id":"W2970783342","doi":"10.1200/jco.2013.31.15_suppl.e16044","title":"Impact of a genomic classifier of metastatic risk on treatment recommendations post-radical prostatectomy: Report from the DECIDE study group.","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Biochemical recurrence; Oncology; Internal medicine; Metastasis; Population; Cancer","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":[0.01667014,0.0004450319,0.0006152724,0.0004404954,0.0003138563,0.001205105,0.0006312393,0.0008648793,0.001441727],"category_scores_gemma":[0.043524,0.0003197552,0.001229268,0.000719471,0.0004700018,0.0006845506,0.0008101124,0.000831915,0.0003214898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006279467,"about_ca_system_score_gemma":0.001127433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003566122,"about_ca_topic_score_gemma":0.003164341,"domain_scores_codex":[0.9938886,0.003718854,0.0003542977,0.0007638317,0.001101404,0.0001730718],"domain_scores_gemma":[0.9441652,0.04092958,0.006728674,0.004151445,0.002724079,0.001300979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01738889,0.0005718135,0.9511186,0.0001130804,0.001309366,0.00007442303,0.0002587539,0.001005256,0.000289189,0.00009176995,0.00222715,0.02555179],"study_design_scores_gemma":[0.003424124,0.006874097,0.9762141,0.00008234386,0.00262273,0.0002525382,0.0004283192,0.005065507,0.001112425,0.0002188454,0.003632702,0.00007216667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945574,0.0005336308,0.0005102265,0.0004904915,0.00004537125,0.0001464645,0.002465232,0.00001956127,0.001231562],"genre_scores_gemma":[0.9953462,0.0002395973,0.0006633176,0.0003428795,0.00007512163,0.0001576994,0.002736904,0.00001936542,0.0004189183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01667014,"threshold_uncertainty_score":0.08816117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2066103519314564,"score_gpt":0.5353371366803238,"score_spread":0.3287267847488674,"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."}}