{"id":"W3032259164","doi":"10.1200/jco.2020.38.15_suppl.5521","title":"Molecular determinants of prostate specific antigen (PSA) kinetics and clinical response to apalutamide (APA) in patients (pts) with nonmetastatic castration-resistant prostate cancer (nmCRPC) in SPARTAN.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Janssen Research and Development","keywords":"Medicine; Prostate cancer; Prostate-specific antigen; Internal medicine; Basal (medicine); Population; Oncology; Androgen deprivation therapy; Urology; 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":[0.0002293477,0.00013727,0.0003094209,0.0001918382,0.0001325807,0.0003531375,0.0001511336,0.000243115,0.0007858048],"category_scores_gemma":[0.0005764645,0.0001236929,0.0002360788,0.0003268755,0.0001789792,0.0001951705,0.0001534092,0.0002799493,0.0002026155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002540563,"about_ca_system_score_gemma":0.0001657553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009589225,"about_ca_topic_score_gemma":0.001351008,"domain_scores_codex":[0.9998752,0.00002923247,0.00001279342,0.00003722716,0.00002390153,0.0000215955],"domain_scores_gemma":[0.9996998,0.00006730434,0.0001156759,0.0000155414,0.00001743832,0.00008420723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00512481,0.0001811809,0.9831396,0.00002158209,0.0001030248,0.0001644672,0.00006221515,0.0002184123,0.004485869,0.00002029144,0.0001543592,0.006324235],"study_design_scores_gemma":[0.00007673795,0.001587528,0.9968424,0.000002085248,0.00005101408,0.0003619866,0.00004518447,0.0004398072,0.0003689916,0.00002242032,0.0001983717,0.000003613008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996873,0.00009647218,0.00001800826,0.00001230302,0.000001360718,0.000003774467,0.00009850157,0.000001291057,0.00008109344],"genre_scores_gemma":[0.9996583,0.00003256592,0.00003031239,0.00001401645,0.000003387209,0.000003433035,0.0001854122,6.17864e-7,0.00007203495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009589225,"threshold_uncertainty_score":0.002628744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135661670188717,"score_gpt":0.4601772755687373,"score_spread":0.3466111085498655,"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."}}