{"id":"W1970405379","doi":"10.1197/j.aem.2007.06.017","title":"Guideline Implementation Research: Exploring the Gap between Evidence and Practice in the CRUSADE Quality Improvement Initiative","year":2007,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Quality management; Unstable angina; Canadian Cardiovascular Society; Myocardial infarction; Intensive care medicine; Acute coronary syndrome; Medical emergency; Emergency medicine; Angina; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.7478172,0.001849435,0.006454722,0.02036438,0.004575269,0.040092,0.01219373,0.01410978,0.006139427],"category_scores_gemma":[0.838965,0.003290159,0.006673766,0.02839809,0.01666266,0.03809894,0.0294556,0.02442125,0.0009242389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04524436,"about_ca_system_score_gemma":0.1657692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01833627,"about_ca_topic_score_gemma":0.03184621,"domain_scores_codex":[0.2759407,0.5622852,0.07137251,0.01083527,0.07325441,0.006311725],"domain_scores_gemma":[0.05799091,0.7991443,0.03273591,0.0194622,0.08301628,0.007650494],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007206874,0.0007688908,0.0174507,0.08710636,0.004671576,0.0002484473,0.01994388,0.00137617,0.0002255822,0.134689,0.119628,0.6131706],"study_design_scores_gemma":[0.001713838,0.001327856,0.02245235,0.5498846,0.004166825,0.0002706479,0.01884382,0.004199317,0.0006759532,0.1326506,0.2632948,0.0005193915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004906753,0.2743355,0.00933136,0.697385,0.005722042,0.001214454,0.0004850621,0.00009655407,0.006523267],"genre_scores_gemma":[0.163732,0.2679817,0.1666144,0.3786319,0.008140337,0.011443,0.001984194,0.0003713181,0.00110104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7478172,"threshold_uncertainty_score":0.3282723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7081206949896328,"score_gpt":0.6292907648211966,"score_spread":0.0788299301684362,"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."}}