{"id":"W2120898060","doi":"10.1001/jama.2012.7870","title":"Comparison of 30-Day Mortality Models for Profiling Hospital Performance in Acute Ischemic Stroke With vs Without Adjustment for Stroke Severity","year":2012,"lang":"en","type":"article","venue":"JAMA","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":178,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Interquartile range; Stroke (engine); Emergency medicine; Internal medicine; Physical therapy","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":[0.04144465,0.001755136,0.001287341,0.0023206,0.0004572449,0.001850385,0.001739618,0.00103555,0.001441684],"category_scores_gemma":[0.04309404,0.0005459712,0.003429752,0.001043831,0.0005367448,0.001137794,0.001414488,0.001671785,0.0004099403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002399975,"about_ca_system_score_gemma":0.002000035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009621709,"about_ca_topic_score_gemma":0.008012809,"domain_scores_codex":[0.9848395,0.01242681,0.0005084118,0.001078646,0.0006545899,0.0004919503],"domain_scores_gemma":[0.9581537,0.03388099,0.003564057,0.001584853,0.001904472,0.0009118936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0115731,0.001037264,0.7004939,0.00025894,0.008141505,0.0001324806,0.0003484312,0.238649,0.0004970161,0.001147971,0.002537122,0.03518317],"study_design_scores_gemma":[0.0004688467,0.002489286,0.1474594,0.00009782265,0.000867105,0.0001437073,0.0002423652,0.845418,0.0003790807,0.001917348,0.0004370723,0.00007995603],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844217,0.0006548846,0.01214909,0.0005875315,0.00008006069,0.0001568083,0.0009817589,0.0001443652,0.0008237942],"genre_scores_gemma":[0.9939779,0.00009580875,0.004491976,0.00008701294,0.00003403273,0.00006959336,0.0009606306,0.00002637861,0.0002566806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04144465,"threshold_uncertainty_score":0.2191828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018361420364109,"score_gpt":0.3145434106925808,"score_spread":0.2843597964889398,"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."}}