{"id":"W3206534903","doi":"10.1016/j.cjca.2021.07.034","title":"IMPLEMENTATION OF STANDARDIZED SCREENING OF CARDIOGENIC SHOCK (CS) FOR ALL PATIENTS ADMITTED TO THE CCU AT THE NEW BRUNSWICK HEART CENTRE","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Medicine; Cardiogenic shock; Coronary care unit; Incidence (geometry); Emergency medicine; Myocardial infarction; Shock (circulatory); Psychological intervention; Internal medicine; Intensive care medicine; Cardiology; Nursing","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":[0.002953871,0.0004933101,0.0004150834,0.001694836,0.00201412,0.001797068,0.001397923,0.0006636129,0.00281827],"category_scores_gemma":[0.0087263,0.0003328079,0.0004304988,0.001059203,0.0006733153,0.0006404992,0.001728652,0.001414408,0.0002855667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008569209,"about_ca_system_score_gemma":0.05315904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3401923,"about_ca_topic_score_gemma":0.5050186,"domain_scores_codex":[0.9968178,0.000834548,0.0006259766,0.0002649843,0.0005325573,0.0009240537],"domain_scores_gemma":[0.9907195,0.0009941573,0.001638118,0.0003687778,0.003408626,0.002870992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002435632,0.0009099483,0.911734,0.0002751381,0.00007450827,0.001357978,0.001976958,0.001292496,0.002941351,0.000768974,0.0193984,0.05902677],"study_design_scores_gemma":[0.0000826077,0.0005338086,0.9867069,0.0003210611,0.0000193959,0.0001804898,0.003823485,0.001261147,0.0006308623,0.0001193723,0.006272643,0.00004811118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267731,0.001277207,0.004313978,0.02343052,0.0009783022,0.009148771,0.00244339,0.0003467306,0.03128789],"genre_scores_gemma":[0.9771503,0.001150895,0.008484861,0.00611975,0.0002367796,0.002195959,0.001684802,0.00003822176,0.002938336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3401923,"threshold_uncertainty_score":0.6764243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637976334660621,"score_gpt":0.2524839944784909,"score_spread":0.2361042311318847,"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."}}