{"id":"W2942219192","doi":"10.1097/01.ju.0000555359.59547.3e","title":"PD11-03 RESPONSE TO APALUTAMIDE (APA) AMONG PATIENTS (PTS) WITH NONMETASTATIC CASTRATION-RESISTANT PROSTATE CANCER (NMCRPC) FROM SPARTAN BY DECIPHER GENOMIC CLASSIFIER (GC) SCORE","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Internal medicine; Oncology; DECIPHER; Urology; Cancer; Bioinformatics","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":[0.0006929131,0.0002270906,0.000577574,0.0007244684,0.0002295603,0.001016081,0.0003323668,0.000314147,0.006351546],"category_scores_gemma":[0.003444896,0.0001773106,0.0008410208,0.0009136717,0.000153568,0.0006037773,0.0005694794,0.0008783888,0.001621982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003473776,"about_ca_system_score_gemma":0.000425521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002103349,"about_ca_topic_score_gemma":0.005472095,"domain_scores_codex":[0.9995235,0.00009154664,0.00005367275,0.0001034443,0.0001795979,0.00004827334],"domain_scores_gemma":[0.9982023,0.0004698676,0.0004650155,0.0001563793,0.0004244093,0.0002818751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00575447,0.0001007093,0.7798038,0.0003004552,0.0007373928,0.0001606288,0.00009384338,0.001161367,0.001332595,0.0002049986,0.03925274,0.1710969],"study_design_scores_gemma":[0.0004108587,0.00121483,0.9585029,0.0001757532,0.001079781,0.001465757,0.0003338573,0.004672733,0.002591213,0.0009474754,0.02853181,0.00007308069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941897,0.008380117,0.001459947,0.003879741,0.0005093964,0.0001224237,0.02830038,0.0003411105,0.01510978],"genre_scores_gemma":[0.969727,0.002494425,0.001107119,0.0009068022,0.0003439098,0.00006709413,0.01814166,0.00006394838,0.007148064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006351546,"threshold_uncertainty_score":0.0212481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176092887693129,"score_gpt":0.277263289139388,"score_spread":0.2596540003700751,"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."}}