{"id":"W4221060557","doi":"10.1016/s0735-1097(22)01346-8","title":"EFFECT OF CARDIAC ARREST MANAGEMENT PATHWAYS ON QUALITY-OF-CARE OUTCOMES IN AN ACADEMIC TERTIARY-CARE CENTER","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Tertiary care; Center (category theory); Quality management; Quality (philosophy); Medical emergency; Intensive care medicine; Emergency medicine; Operations management; Management system","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":[0.001369747,0.0003275574,0.0004115498,0.0006102075,0.001875031,0.002585227,0.001178376,0.001088757,0.004816269],"category_scores_gemma":[0.01131946,0.0003359032,0.0008937133,0.0009659358,0.0008305166,0.00164219,0.002250139,0.002326308,0.0003117465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00607955,"about_ca_system_score_gemma":0.00986882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0479497,"about_ca_topic_score_gemma":0.07997065,"domain_scores_codex":[0.9972478,0.0006896361,0.0002529738,0.0004174999,0.000263333,0.00112884],"domain_scores_gemma":[0.9878984,0.002050166,0.003357291,0.0003004866,0.001287828,0.005105883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001471045,0.003275153,0.9832411,0.00004085209,0.0002494518,0.0003295821,0.0007539388,0.0006178988,0.0002381924,0.0002171838,0.001435971,0.008129659],"study_design_scores_gemma":[0.0003087936,0.00283522,0.9871625,0.00009799127,0.0001619501,0.00018947,0.006265855,0.002113589,0.0001961131,0.0002427054,0.0003862713,0.00003957537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987723,0.00006363251,0.00003126558,0.0004937978,0.00001718067,0.0000255395,0.0001253943,0.00000547572,0.000465392],"genre_scores_gemma":[0.9994399,0.00004171302,0.00006058695,0.0001632732,0.00001463315,0.00001363081,0.0001450329,0.000002530436,0.0001186126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0479497,"threshold_uncertainty_score":0.09534121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03636938877236251,"score_gpt":0.4026310698221844,"score_spread":0.3662616810498219,"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."}}