{"id":"W3083541285","doi":"10.1158/1538-7445.am2020-776","title":"Abstract 776: Androgen receptor (AR) and non-AR aberrations associated with outcomes in metastatic castration-sensitive prostate cancer (mCSPC) treated with apalutamide (APA) plus androgen deprivation therapy (ADT) in TITAN","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Prostate cancer; Androgen deprivation therapy; Androgen receptor; Internal medicine; Progression-free survival; Medicine; Oncology; Urology; Proportional hazards model; LNCaP; Overall survival; 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":[0.0001613421,0.0001062089,0.0001887696,0.0001554573,0.000152352,0.0001523503,0.0001114981,0.0001043505,0.001118775],"category_scores_gemma":[0.0002234703,0.00005997228,0.0002274628,0.0002364352,0.0001384895,0.00008420343,0.0001586445,0.0001906791,0.00006664517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002939894,"about_ca_system_score_gemma":0.000382148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003430119,"about_ca_topic_score_gemma":0.006739414,"domain_scores_codex":[0.9999324,0.00001972705,0.000004862962,0.00001577807,0.00001566904,0.00001153345],"domain_scores_gemma":[0.9998688,0.00002342056,0.00004648092,0.000007010083,0.00001288679,0.00004141549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007732566,0.0003358236,0.9600006,0.00006274438,0.0002557941,0.0002666439,0.0000958141,0.0003255174,0.01845789,0.00003719574,0.0003810111,0.0120485],"study_design_scores_gemma":[0.00008016202,0.0007941534,0.9981171,0.00000175135,0.00005365225,0.000159042,0.000022734,0.0002579287,0.0003039227,0.00001051864,0.0001976684,0.000001475801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996824,0.00007769445,0.00001985094,0.00001648027,0.000001250409,0.000005016228,0.0001110582,0.000001021272,0.00008527315],"genre_scores_gemma":[0.999572,0.0000227598,0.00003943327,0.000009317615,0.000002904768,0.000004422713,0.000211408,4.899875e-7,0.0001373313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003430119,"threshold_uncertainty_score":0.006820321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08397157565865523,"score_gpt":0.3783355871973842,"score_spread":0.294364011538729,"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."}}