{"id":"W1975983829","doi":"10.1097/ccm.0b013e3181653584","title":"Noninvasive ventilation for acute respiratory failure near the end of life*","year":2008,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen Elizabeth II Health Sciences Centre; University of British Columbia; Hamilton Health Sciences; University of Toronto; Dalhousie University; St. Michael's Hospital; Canadian Institutes of Health Research; Sunnybrook Health Science Centre; Health Sciences Centre; Mount Sinai Hospital","funders":"American Thoracic Society","keywords":"Medicine; Pulmonologists; Do not resuscitate; Noninvasive ventilation; Intubation; Acute respiratory failure; Intensive care medicine; Emergency medicine; Respiratory failure; COPD; Mechanical ventilation; Internal medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006137125,0.0001131426,0.00009497709,0.0001741286,0.0003648653,0.0002318427,0.0002034109,0.0003223754,0.003801343],"category_scores_gemma":[0.002767488,0.00003845372,0.0001284703,0.0002237843,0.0003465837,0.0001933824,0.0003221873,0.0004300027,0.0007406246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003654693,"about_ca_system_score_gemma":0.000892984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002767664,"about_ca_topic_score_gemma":0.00676135,"domain_scores_codex":[0.9996101,0.0001345675,0.00005501135,0.00002851938,0.0001035268,0.00006820968],"domain_scores_gemma":[0.9979068,0.0004961159,0.0008555754,0.00004346715,0.0001895439,0.0005086138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002347661,0.0002357443,0.9098191,0.0004628336,0.00002314408,0.001507309,0.0007660972,0.0001679159,0.002715481,0.0002463439,0.0110123,0.07280912],"study_design_scores_gemma":[0.00004949926,0.000626784,0.9813548,0.0004290955,0.00001829017,0.004506108,0.0008578412,0.0002157973,0.0004591468,0.0001432061,0.01133034,0.000009105987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9673168,0.003425908,0.0008459351,0.009453555,0.0001596799,0.0003738065,0.0005358955,0.00003735257,0.01785108],"genre_scores_gemma":[0.9921341,0.001900348,0.001162624,0.002815566,0.000238522,0.0001270984,0.0003170635,0.0000033615,0.001301188],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003801343,"threshold_uncertainty_score":0.01271677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04413892429942406,"score_gpt":0.3364000786623685,"score_spread":0.2922611543629445,"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."}}