{"id":"W2940813798","doi":"10.1097/01.ju.0000556683.01213.ea","title":"MP54-12 PROSPECTIVE RANDOMIZED TRIAL OF GENE EXRESSION CLASSIFIER UTILTY IN MEN AT HIGH RISK OF RECURRENCE FOLLOWING RADICAL PROSTATECTOMY","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miller; Prostatectomy; Medicine; Classics; Psychoanalysis; History; Prostate cancer; Psychology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002307481,0.0007807665,0.001585511,0.0002497901,0.000405079,0.001223706,0.0007135968,0.001442952,0.01448322],"category_scores_gemma":[0.003850759,0.0004327905,0.002154524,0.0002960994,0.000709163,0.0008796138,0.0005430839,0.003263971,0.0009587726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004679079,"about_ca_system_score_gemma":0.001064401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460358,"about_ca_topic_score_gemma":0.002939069,"domain_scores_codex":[0.9990175,0.0006603016,0.00003892131,0.0001273766,0.00006077043,0.00009510615],"domain_scores_gemma":[0.9984285,0.0006130311,0.0004126504,0.0001494733,0.00006897514,0.0003274238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9687278,0.003472596,0.001502477,0.0005255947,0.001373359,0.00003551292,0.00003864321,0.0004650542,0.0007373916,0.0003383333,0.003443151,0.01934022],"study_design_scores_gemma":[0.9258592,0.06658123,0.003290178,0.0001341082,0.001001708,0.00002840025,0.00006644455,0.0008376577,0.0002404681,0.0004050366,0.001528075,0.00002753106],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769986,0.00670709,0.0008192564,0.003769486,0.001964573,0.002937398,0.001600628,0.0001506308,0.00505234],"genre_scores_gemma":[0.970909,0.003075698,0.002069986,0.004497534,0.001145202,0.004948552,0.001383784,0.00004348057,0.01192694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01448322,"threshold_uncertainty_score":0.04845119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403354735864755,"score_gpt":0.2826175855891467,"score_spread":0.2685840382304992,"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."}}