{"id":"W2575046531","doi":"10.1161/jaha.116.004278","title":"Impact of an Expanded Hospital Recognition Program for Stroke Quality of Care","year":2017,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Quality management; Quality (philosophy); Operations management","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":[0.007372756,0.0004035829,0.000324494,0.0008315266,0.0005770922,0.0009112222,0.001102436,0.0009226148,0.004697298],"category_scores_gemma":[0.02710373,0.0002134178,0.0006432484,0.0004939262,0.0004734396,0.0009177891,0.002748147,0.001671575,0.000348027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002919978,"about_ca_system_score_gemma":0.009471956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212186,"about_ca_topic_score_gemma":0.01545869,"domain_scores_codex":[0.9935591,0.003038289,0.0003256477,0.0004022245,0.001165799,0.001509083],"domain_scores_gemma":[0.976997,0.005993515,0.004812704,0.00136214,0.002086387,0.008748356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004506273,0.03776484,0.3716133,0.000402667,0.0004033761,0.0007729338,0.001561315,0.007255492,0.00343326,0.001296652,0.01525554,0.5557343],"study_design_scores_gemma":[0.001159007,0.01362941,0.9736028,0.0002239765,0.0001623077,0.000308303,0.0006509702,0.004113343,0.001351851,0.0002499673,0.00450086,0.00004724514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877023,0.000258903,0.001002963,0.004709491,0.0001449729,0.0007004535,0.0002213923,0.0002205195,0.00503896],"genre_scores_gemma":[0.9946707,0.0001221872,0.002068031,0.001159627,0.0001647451,0.0003221307,0.0003437212,0.00001069287,0.001138226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212186,"threshold_uncertainty_score":0.03899133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836692506947555,"score_gpt":0.3916238339542266,"score_spread":0.363256908884751,"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."}}