{"id":"W4235442504","doi":"10.1158/1538-7445.sabcs18-ct129","title":"Abstract CT129: Identifying molecular determinants of response to apalutamide (APA) in patients (pts) with nonmetastatic castration-resistant prostate cancer (nmCRPC) in the SPARTAN study","year":2019,"lang":"en","type":"article","venue":"Clinical Trials","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Prostate cancer; Medicine; Internal medicine; Oncology; Metastasis; Transcriptome; Cancer; Androgen receptor; Biology; Gene; Gene expression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003098123,0.0003127506,0.0005692667,0.0002599145,0.0002006183,0.0004879059,0.0002844445,0.0002675642,0.001420261],"category_scores_gemma":[0.0006649953,0.0001528951,0.0006027685,0.0006194899,0.000241758,0.0002387117,0.0003566302,0.0005673495,0.0002326074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000331237,"about_ca_system_score_gemma":0.0003334568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001566422,"about_ca_topic_score_gemma":0.003043549,"domain_scores_codex":[0.9997765,0.00005132429,0.00002040153,0.00007916654,0.00004541724,0.0000271655],"domain_scores_gemma":[0.9995391,0.00005078709,0.0001591733,0.0000400188,0.00004496047,0.000165945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01464708,0.0002625171,0.9672711,0.0000947302,0.0005566254,0.0001517432,0.00005315941,0.0004019463,0.005719973,0.00004551078,0.001099225,0.009696459],"study_design_scores_gemma":[0.000457448,0.001848756,0.9948507,0.000007536052,0.0003056964,0.0003473111,0.00005278766,0.0005636709,0.0007666995,0.00008015995,0.0007089371,0.00001028501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978491,0.0002169066,0.0000708154,0.00005185122,0.000009340989,0.00002278613,0.001470987,0.000006466538,0.0003017556],"genre_scores_gemma":[0.9969257,0.00008520067,0.0001383822,0.00005294394,0.00002137454,0.00002596876,0.002510527,0.000004461195,0.0002355218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001566422,"threshold_uncertainty_score":0.004751265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2165908759653443,"score_gpt":0.5220882869166081,"score_spread":0.3054974109512638,"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."}}