{"id":"W2497273593","doi":"10.4187/respcare.05091","title":"Preoxygenation in Critically Ill Patients Requiring Intubation: Difficult Questions, No Easy Answers","year":2016,"lang":"en","type":"letter","venue":"Respiratory Care","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Critically ill; Intensive care medicine; Intubation; Airway management; Critical illness; Adverse effect; Airway; Intensive care; Anesthesia","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":[0.0009985241,0.0004536594,0.0006835118,0.000443456,0.002169453,0.001606606,0.0007870792,0.01190272,0.003328702],"category_scores_gemma":[0.01083342,0.0002297083,0.000453022,0.0004741261,0.001546239,0.002574682,0.0009074952,0.01254053,0.002205139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002277087,"about_ca_system_score_gemma":0.001745861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447225,"about_ca_topic_score_gemma":0.003869301,"domain_scores_codex":[0.9987757,0.0005357955,0.0001497462,0.0001044573,0.0002511254,0.0001832305],"domain_scores_gemma":[0.997345,0.001411813,0.0004456641,0.00004982653,0.0003094834,0.000438324],"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":[0.0002381412,0.0002049416,0.01791057,0.0006807754,0.00003156159,0.1826252,0.002092873,0.0001829067,0.001562726,0.006906762,0.7097238,0.07783969],"study_design_scores_gemma":[0.0002227126,0.0006211524,0.01515289,0.004036643,0.00007807174,0.3821929,0.006587985,0.001387052,0.0006228189,0.03120886,0.5577542,0.0001347629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01145389,0.01175625,0.0005566615,0.9538219,0.0104854,0.00003521929,0.00003846672,0.00004060625,0.0118116],"genre_scores_gemma":[0.1494385,0.02365469,0.001984509,0.7259652,0.08995762,0.00008459511,0.00007425369,0.00004941265,0.008791109],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01190272,"threshold_uncertainty_score":0.01652151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423110595355096,"score_gpt":0.2751729212767515,"score_spread":0.2609418153232005,"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."}}