{"id":"W2585893812","doi":"10.1161/jaha.116.003813","title":"Healthcare Resource Availability, Quality of Care, and Acute Ischemic Stroke Outcomes","year":2017,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Genentech; American Stroke Association; Massachusetts General Hospital; Heart and Stroke Foundation of Canada; Pfizer; American Heart Association","keywords":"Medicine; Stroke (engine); Referral; Health care; Emergency medicine; Logistic regression; Per capita; Intensive care medicine; Family medicine; Internal medicine; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001317281,0.000194233,0.0002648288,0.001305154,0.0002697542,0.000812813,0.0004652776,0.0001856595,0.002216475],"category_scores_gemma":[0.009853051,0.0001474926,0.0003835319,0.002062612,0.000458668,0.0005280575,0.0008233665,0.00037349,0.000172806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009066733,"about_ca_system_score_gemma":0.0009137448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02340679,"about_ca_topic_score_gemma":0.02088453,"domain_scores_codex":[0.9989222,0.0004563128,0.0001465321,0.0001371857,0.0001824431,0.0001553035],"domain_scores_gemma":[0.9904427,0.002578719,0.005284451,0.0003315924,0.0005729605,0.0007894768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003021876,0.00001362069,0.9981493,0.00001464668,0.00008956946,0.00002154461,0.00002957194,0.0002917697,0.00002421247,0.00003863818,0.0001698103,0.001127185],"study_design_scores_gemma":[0.000003602493,0.0000136663,0.9992569,0.00001077001,0.00002115417,0.00005683112,0.00006256815,0.000369676,0.00002648878,0.00008221873,0.00009384051,0.000002340173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959895,0.0006274749,0.0004246599,0.0005554027,0.000005635753,0.00001084301,0.001203107,0.00001289467,0.001170427],"genre_scores_gemma":[0.9993999,0.00009190961,0.0001243898,0.0000276333,0.000009200419,0.000006721958,0.0003018415,0.00000186677,0.00003653837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02340679,"threshold_uncertainty_score":0.04654109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341556702172626,"score_gpt":0.3489058617413733,"score_spread":0.325490294719647,"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."}}