{"id":"W3012154071","doi":"","title":"Trends and Regional Variation in Hospital Mortality, Length of Stay and Cost in Hospital of Ischemic Stroke Patients in Alberta Accompanying the Provincial Reorganization of Stroke Care","year":2016,"lang":"en","type":"article","venue":"STM:n Hallinnonalan avoin julkaisuarkisto (Julkari)","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information; Alberta Medical Association; Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Stroke (engine); Regional variation; Emergency medicine; Demography; Logistic regression; Ischemic stroke; Mortality rate; Health care; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006337343,0.0001644132,0.0002531762,0.001186038,0.0005288266,0.000853362,0.0007495507,0.0002548336,0.0007384448],"category_scores_gemma":[0.002929935,0.0001362147,0.0003017607,0.002499075,0.0004663503,0.0002913212,0.0005479397,0.0003316945,0.00007405717],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009151522,"about_ca_system_score_gemma":0.007875332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9244215,"about_ca_topic_score_gemma":0.950202,"domain_scores_codex":[0.9993172,0.0000774478,0.00004592079,0.00009215398,0.0002357401,0.0002316768],"domain_scores_gemma":[0.9984907,0.0001219562,0.0005806674,0.00005466228,0.0005572017,0.0001948751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001191858,0.00001776921,0.992233,0.00002053433,0.00005324641,0.00009542701,0.000281325,0.000664228,0.0002210177,0.00008096916,0.0003721471,0.005841197],"study_design_scores_gemma":[0.000001382663,0.00000733834,0.9994065,0.000003105696,0.000006140495,0.00002287826,0.0001826475,0.0002032092,0.00001631442,0.000008000586,0.0001405727,0.000002002971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976369,0.0003995798,0.0001110512,0.0002021194,0.00000579213,0.000008901961,0.0007490479,0.00001229165,0.0008741874],"genre_scores_gemma":[0.9988085,0.0001488278,0.000123251,0.00002798219,0.000005098429,0.000003839778,0.0005398997,0.000002259126,0.0003403046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9908485,"threshold_uncertainty_score":0.152047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008294195289936444,"score_gpt":0.2419500016220232,"score_spread":0.2336558063320867,"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."}}