{"id":"W2979781949","doi":"10.1016/j.cjca.2019.07.501","title":"QUALITY IMPROVEMENT OF NSTEMI MANAGEMENT IN SASKATCHEWAN","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Medicine; Audit; Formulary; Quality management; Ticagrelor; Stakeholder; Multidisciplinary approach; Guideline; Focus group; Medical emergency; Family medicine; Minimum Data Set; Health care; Emergency medicine; Clopidogrel; Operations management; Nursing; Accounting; Internal medicine; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002011071,0.000267454,0.0002912304,0.001141857,0.00135771,0.002094304,0.0009585795,0.000362189,0.001993536],"category_scores_gemma":[0.005804882,0.0002893696,0.0004733828,0.003006801,0.0004738055,0.00049507,0.001547837,0.000804279,0.0002397582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03101026,"about_ca_system_score_gemma":0.07349571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9103431,"about_ca_topic_score_gemma":0.9607928,"domain_scores_codex":[0.9979286,0.0005462987,0.0002092878,0.0002055052,0.0004862859,0.0006239439],"domain_scores_gemma":[0.9936773,0.0008575477,0.001074805,0.000305713,0.002250519,0.001834166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006988618,0.0006062466,0.8874769,0.0002498169,0.0003291695,0.0003997053,0.001183763,0.00183,0.001386248,0.001144133,0.01079768,0.09389757],"study_design_scores_gemma":[0.00008468124,0.000119592,0.9931335,0.0001359826,0.000049355,0.00005649445,0.001855653,0.001160746,0.000230144,0.0001587807,0.002990026,0.00002487884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819178,0.00101144,0.0005132259,0.005419009,0.00009527105,0.0001701842,0.003219902,0.00005600958,0.007597302],"genre_scores_gemma":[0.9912844,0.001151963,0.001557015,0.001280625,0.00002641339,0.0001897168,0.001571422,0.00002127056,0.002917201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08965695,"threshold_uncertainty_score":0.2249963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06791263612761754,"score_gpt":0.3682591239075813,"score_spread":0.3003464877799637,"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."}}