{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001663344,0.0001629106,0.0006581252,0.0001885838,0.00004205594,0.00001026897,0.00008172709,0.00008160144,0.00005430719],"category_scores_gemma":[0.0004670056,0.0001013132,0.00003846832,0.0004057116,0.0001955751,0.00008056662,0.00002911232,0.0001995142,0.000007582505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332454,"about_ca_system_score_gemma":0.001066645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002590318,"about_ca_topic_score_gemma":0.001313378,"domain_scores_codex":[0.9977586,0.0006650096,0.0004995178,0.0003195816,0.000337276,0.0004200763],"domain_scores_gemma":[0.9981816,0.0005333541,0.0002264079,0.0002189254,0.0006297568,0.0002099344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1606238,0.003060234,0.8082442,0.000104646,0.0008950774,0.0001761743,0.001132456,0.0002878631,0.001811177,0.00004797579,0.001479255,0.02213718],"study_design_scores_gemma":[0.01613767,0.03195608,0.9466457,0.0003320798,0.0001155565,0.000001502978,0.00007591649,0.00003397336,0.001054269,0.0000523208,0.003464434,0.0001304474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927242,0.00008069701,0.00001414715,0.005655272,0.00004787704,0.000994544,0.00007444991,0.00001572223,0.000393068],"genre_scores_gemma":[0.9971423,0.00008206761,0.0007388392,0.000840704,0.00001916167,0.0001524961,0.00006920311,0.00002420209,0.0009310298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1444861,"threshold_uncertainty_score":0.4131432,"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."}}