{"id":"W2152976165","doi":"","title":"Real-World Corticosteroid Utilization Patterns in Patients with Metastatic Castration-Resistant Prostate Cancer in 2 Large US Administrative Claims Databases.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Prostate cancer; Population; Cancer; Concomitant; Pharmacy; Internal medicine; Oncology; Hormonal therapy; Database; Intensive care medicine; Family medicine","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":[0.003546441,0.0004350365,0.0008578034,0.003319027,0.0004328286,0.001567806,0.0009672191,0.0008239277,0.001016865],"category_scores_gemma":[0.01400376,0.0004620192,0.001152895,0.008349724,0.0003242992,0.0008755495,0.001129537,0.0006460844,0.0001922139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360416,"about_ca_system_score_gemma":0.001292918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02456813,"about_ca_topic_score_gemma":0.0245207,"domain_scores_codex":[0.9956787,0.001303659,0.001084564,0.0007728218,0.0008853,0.0002749615],"domain_scores_gemma":[0.9764421,0.006254678,0.01383937,0.001333106,0.001339381,0.0007913024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001810216,0.00006257628,0.997006,0.00007408651,0.0003344101,0.00008060189,0.00007765363,0.0002752349,0.00005236573,0.00004981638,0.0006080093,0.001198291],"study_design_scores_gemma":[0.00005884665,0.00005864636,0.9956619,0.00006678198,0.0001620155,0.0003905958,0.0003169147,0.002489202,0.00008123316,0.00006561025,0.0006302418,0.00001801538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727807,0.001127658,0.0002322713,0.0002438109,0.000009167376,0.00005690034,0.02517531,0.00001819116,0.0003559724],"genre_scores_gemma":[0.977988,0.000333714,0.0005365695,0.0001150022,0.00002096951,0.00008654103,0.02086363,0.000004428984,0.00005116333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02456813,"threshold_uncertainty_score":0.0488503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07694346426682161,"score_gpt":0.3422435871159196,"score_spread":0.265300122849098,"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."}}