{"id":"W2609474397","doi":"10.4187/respcare.05485","title":"Variation in Definition of Prolonged Mechanical Ventilation","year":2017,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; London Health Sciences Centre; Centre Hospitalier Universitaire Sainte-Justine; Western University; St. Michael's Hospital; Health Sciences Centre; Toronto East General Hospital; University of Toronto; SickKids Foundation; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; European Society of Intensive Care Medicine; National Institute for Health and Care Research","keywords":"Medicine; Mechanical ventilation; Cohort; Ventilation (architecture); Intensive care unit; Population; COPD; Retrospective cohort study; Cohort study; Intensive care; Emergency medicine; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1456878,0.001563479,0.004644393,0.02577819,0.001799273,0.008613862,0.00902363,0.003592781,0.00174605],"category_scores_gemma":[0.3001975,0.001750292,0.006868854,0.02224875,0.009430671,0.008090974,0.007587162,0.007082713,0.0004780338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00997365,"about_ca_system_score_gemma":0.01123098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01089588,"about_ca_topic_score_gemma":0.008069568,"domain_scores_codex":[0.7527459,0.1126881,0.09838565,0.01211576,0.02180001,0.002264548],"domain_scores_gemma":[0.6674238,0.2622348,0.02494526,0.01000725,0.03410502,0.001283883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001328953,0.0001265061,0.03385885,0.1763583,0.00549182,0.001237172,0.06190321,0.00480077,0.005136629,0.2830724,0.04633829,0.3803471],"study_design_scores_gemma":[0.0004670313,0.0006373979,0.05974664,0.3245661,0.004722471,0.006040265,0.02423784,0.002885261,0.003750439,0.1204381,0.4516738,0.0008348608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03703533,0.8375192,0.07218619,0.0205681,0.006124651,0.002167371,0.004100145,0.0002118399,0.02008727],"genre_scores_gemma":[0.3389463,0.4367788,0.1692575,0.02847275,0.003283355,0.01250253,0.008142492,0.00081687,0.00179937],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1456878,"threshold_uncertainty_score":0.7704802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.209216854606536,"score_gpt":0.4064433545469556,"score_spread":0.1972264999404196,"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."}}