{"id":"W2119034557","doi":"10.1093/annonc/mdt581","title":"Clinical variables associated with PSA response to abiraterone acetate in patients with metastatic castration-resistant prostate cancer","year":2014,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Institute for Health and Care Research; Cancer Research UK","keywords":"Medicine; Abiraterone acetate; Prostate cancer; Oncology; Internal medicine; Univariate analysis; Cohort; Cancer; Androgen deprivation therapy; Urology; Multivariate analysis","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":[0.0003821684,0.0002482486,0.0003939506,0.0006035164,0.0003357497,0.00064421,0.0003608201,0.0005483901,0.001051067],"category_scores_gemma":[0.004062139,0.0001618117,0.0005201012,0.001109617,0.000335786,0.0003604385,0.0002477062,0.0008634251,0.0001475336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498241,"about_ca_system_score_gemma":0.0005423371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321144,"about_ca_topic_score_gemma":0.004204148,"domain_scores_codex":[0.9996347,0.0001281182,0.00005641061,0.00004603397,0.00007866106,0.00005602214],"domain_scores_gemma":[0.9973425,0.0012209,0.0008075219,0.00007655557,0.0001247569,0.0004278508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008759126,0.0000564193,0.9967974,0.00001086499,0.00009336391,0.0001679573,0.00003033219,0.0001541924,0.0003585267,0.0000171842,0.00008070462,0.0013573],"study_design_scores_gemma":[0.00002707349,0.0001667624,0.9987858,0.000003920766,0.00005534228,0.0003107257,0.00009977469,0.0003302003,0.00007436699,0.00003563756,0.0001052443,0.000005109738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984078,0.000770862,0.0000447723,0.0001412142,0.0000194796,0.000004651285,0.0001492123,0.000003424743,0.0004586337],"genre_scores_gemma":[0.9995784,0.0001217052,0.00002576002,0.0000331686,0.00002850439,0.000002574694,0.0001201312,0.000001173617,0.00008866166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003321144,"threshold_uncertainty_score":0.006603599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09108394557001714,"score_gpt":0.4321348236176081,"score_spread":0.3410508780475909,"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."}}