{"id":"W3013826673","doi":"10.1016/j.cjco.2020.03.009","title":"Multidisciplinary Code Shock Team in Cardiogenic Shock: A Canadian Centre Experience","year":2020,"lang":"en","type":"article","venue":"CJC Open","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Cardiogenic shock; Interquartile range; Dialysis; Myocardial infarction; Ejection fraction; Mechanical ventilation; Shock (circulatory); Internal medicine; Hazard ratio; Acute kidney injury; Cohort; Cardiology; Heart failure; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001280506,0.0005008848,0.0002503314,0.0009084602,0.004235543,0.001728139,0.0010996,0.0008289132,0.00302253],"category_scores_gemma":[0.004078167,0.0003972479,0.0002782755,0.002253355,0.001292003,0.0005561109,0.002088655,0.001095049,0.0002329537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01727738,"about_ca_system_score_gemma":0.02595749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.631426,"about_ca_topic_score_gemma":0.8361529,"domain_scores_codex":[0.9981987,0.0002907253,0.00009000865,0.0001861123,0.0005214289,0.0007130528],"domain_scores_gemma":[0.9953636,0.0003660231,0.0005306932,0.0001030986,0.0008396069,0.002796874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005979144,0.0009507715,0.8584466,0.0004978729,0.0001040058,0.01536921,0.01468657,0.0008669621,0.001927233,0.001987591,0.01785959,0.08670565],"study_design_scores_gemma":[0.0002010677,0.001247043,0.9200925,0.0007711888,0.00005093682,0.01706908,0.02539248,0.001657403,0.0004071626,0.0004298788,0.0325369,0.0001444172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982453,0.003155068,0.000650188,0.003192908,0.0002590987,0.0002386888,0.000386821,0.0000253781,0.009638953],"genre_scores_gemma":[0.9936962,0.002512594,0.001127694,0.001052067,0.00009194261,0.00005457424,0.0002709148,0.00002005074,0.001174083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.631426,"threshold_uncertainty_score":0.7414893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427592263389952,"score_gpt":0.3078875219772583,"score_spread":0.2836115993433588,"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."}}