{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032521,0.0001532467,0.0006412346,0.0001142569,0.0001475717,0.00002188855,0.0001788103,0.000115086,0.0001295096],"category_scores_gemma":[0.001271021,0.00009817116,0.00006770511,0.0001414233,0.000406246,0.0001399141,0.000105289,0.0003628328,0.000007952127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019828,"about_ca_system_score_gemma":0.001033978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006394864,"about_ca_topic_score_gemma":0.001025282,"domain_scores_codex":[0.9978701,0.0002285695,0.0007259693,0.0004104158,0.0004343542,0.0003306041],"domain_scores_gemma":[0.9976453,0.0006940963,0.0004911211,0.0005605089,0.0004430344,0.0001659436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005985394,0.001197339,0.8261425,0.0000726971,0.00007390203,0.0000831184,0.0001585627,0.000004232383,0.0002103605,0.000006066419,0.0002666757,0.1657991],"study_design_scores_gemma":[0.01182814,0.003848874,0.9813595,0.0003084562,0.00009172042,0.000002635586,0.00006222046,0.0002830973,0.0004614673,0.0001976449,0.001466494,0.00008973141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954116,0.0001996872,0.00001037705,0.0008322432,0.0002129482,0.001315032,0.00006511229,0.00001383181,0.001939146],"genre_scores_gemma":[0.9953252,0.0001419428,0.003770435,0.00005220236,0.00004649459,0.0001100833,0.00003175969,0.00001642254,0.0005054515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1657093,"threshold_uncertainty_score":0.4003304,"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."}}