{"id":"W2577276535","doi":"10.1513/annalsats.201612-993cme","title":"Liberation from Mechanical Ventilation in Critically Ill Adults. An Official ATS/ACCP Clinical Practice Guideline","year":2017,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Guideline; Critically ill; Mechanical ventilation; Clinical Practice; Intensive care medicine; Critical illness; Physical therapy; Anesthesia; Pathology","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":[0.00196927,0.0008993196,0.001382574,0.001160069,0.0009189625,0.001343059,0.002099415,0.003730377,0.003085877],"category_scores_gemma":[0.009064413,0.0004047343,0.002420861,0.0007875961,0.0005013205,0.001010331,0.0008918484,0.006872439,0.002668246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934331,"about_ca_system_score_gemma":0.005497077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01077349,"about_ca_topic_score_gemma":0.03479779,"domain_scores_codex":[0.9979842,0.0003581139,0.000813131,0.0001204143,0.0006015957,0.0001224879],"domain_scores_gemma":[0.9959895,0.0009888988,0.001217463,0.00005012966,0.001291904,0.0004621207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001589868,0.0001851569,0.003444067,0.004888125,0.0002001212,0.0006772721,0.0001764669,0.0004748388,0.0005790467,0.002003235,0.7308415,0.2563713],"study_design_scores_gemma":[0.001625096,0.0003852544,0.03440866,0.0689061,0.0009503586,0.004838947,0.000437028,0.001966498,0.001537421,0.006554339,0.8782297,0.0001606361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.006924165,0.6322055,0.008692161,0.2487518,0.01966601,0.00143431,0.009455853,0.0006034769,0.07226671],"genre_scores_gemma":[0.06892591,0.6945904,0.04720312,0.1270879,0.0176633,0.004178805,0.0200304,0.000224354,0.02009577],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01077349,"threshold_uncertainty_score":0.02142155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141255371018411,"score_gpt":0.4905127092390614,"score_spread":0.3763871721372203,"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."}}