{"id":"W2598368982","doi":"10.1200/po.17.00127","title":"Clinical Utility of CLIA-Grade AR-V7 Testing in Patients With Metastatic Castration-Resistant Prostate Cancer","year":2017,"lang":"en","type":"article","venue":"JCO Precision Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Enzalutamide; Taxane; Prostate cancer; Medicine; Docetaxel; Oncology; Internal medicine; Androgen receptor; Cabazitaxel; Androgen deprivation therapy; Cancer; Breast cancer","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":[0.001401278,0.0002379559,0.000299284,0.0009954424,0.0003950291,0.0007483856,0.000567861,0.0004647725,0.001433271],"category_scores_gemma":[0.007289295,0.0001231841,0.0002451352,0.0009318712,0.0003616805,0.0003625407,0.0003973741,0.0004871011,0.0002707219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019091,"about_ca_system_score_gemma":0.0009972246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0202528,"about_ca_topic_score_gemma":0.03196844,"domain_scores_codex":[0.9980342,0.0006795102,0.0002381053,0.0002729107,0.0005428463,0.0002324268],"domain_scores_gemma":[0.993718,0.001554372,0.002444054,0.0001673585,0.001354656,0.0007614206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006158672,0.00002371911,0.9960335,0.00002250579,0.000008598015,0.0001264042,0.00007073489,0.00005779681,0.0002148164,0.0000132066,0.0003373788,0.003029811],"study_design_scores_gemma":[0.00001449717,0.0002450032,0.9945574,0.00006904138,0.00003336013,0.001549378,0.0007070437,0.001238188,0.0004864466,0.00004633345,0.001039686,0.00001354018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935314,0.001437293,0.0003556988,0.0004526423,0.00003131658,0.00007092205,0.0006787579,0.00002651771,0.003415461],"genre_scores_gemma":[0.9988714,0.0002219705,0.0004014877,0.0001681723,0.00002499849,0.00001083348,0.0002152426,0.000003220938,0.00008277049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0202528,"threshold_uncertainty_score":0.04026979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1626676104345198,"score_gpt":0.4792556454121008,"score_spread":0.316588034977581,"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."}}