{"id":"W4320001177","doi":"10.1016/j.jacadv.2022.100173","title":"Liberation From Mechanical Ventilation in the Cardiac Intensive Care Unit","year":2023,"lang":"en","type":"article","venue":"JACC Advances","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Toronto General Hospital; University Health Network","funders":"","keywords":"Decompensation; Mechanical ventilation; Medicine; Intensive care medicine; Coronary care unit; Intensive care unit; Sedation; Respiratory failure; Clinical Practice; Anesthesia; Cardiology; Nursing; Myocardial infarction","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":[0.0006644362,0.0002879696,0.0005132259,0.0006787427,0.0002396604,0.0008154891,0.0003691444,0.0004812695,0.001140025],"category_scores_gemma":[0.001904289,0.00009245551,0.0005251434,0.000547777,0.0002188647,0.0005417621,0.0005485381,0.0009026225,0.0002713302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005639851,"about_ca_system_score_gemma":0.00171355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823105,"about_ca_topic_score_gemma":0.004442621,"domain_scores_codex":[0.999383,0.0002077736,0.0001428476,0.00003950587,0.0001753726,0.00005154655],"domain_scores_gemma":[0.9994318,0.0002561345,0.0001482071,0.0000094696,0.0001072326,0.00004715176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000156013,0.0000733249,0.004479612,0.02254819,0.0004428753,0.001522231,0.0006198059,0.0004200523,0.002196741,0.003772001,0.0283053,0.9354638],"study_design_scores_gemma":[0.0000822408,0.0008650734,0.05902946,0.03226765,0.001144767,0.01545941,0.001450439,0.0004865847,0.002734212,0.004523462,0.8818508,0.0001059527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004112557,0.9887719,0.0005779782,0.001986439,0.0004756691,0.00002337286,0.00005727917,0.00001713123,0.00397777],"genre_scores_gemma":[0.02351785,0.9723528,0.001432958,0.001263722,0.0005050169,0.00003296541,0.00008991865,0.000003483606,0.0008014244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001823105,"threshold_uncertainty_score":0.004091978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655207408096102,"score_gpt":0.3261371220206922,"score_spread":0.2995850479397312,"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."}}