{"id":"W2969437856","doi":"10.1056/nejmc1905226","title":"Bag-Mask Ventilation during Tracheal Intubation of Critically Ill Adults","year":2019,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Critically ill; Tracheal intubation; Intubation; Ventilation (architecture); Anesthesia; Intensive care medicine; Mechanical ventilation; Critical illness; Emergency medicine","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":[0.0007926263,0.0005384635,0.0007058148,0.0005558838,0.002397803,0.001557768,0.0008546358,0.02256216,0.002903637],"category_scores_gemma":[0.01214058,0.00049941,0.0006797068,0.0004521691,0.001070619,0.00147349,0.0007528132,0.01016471,0.001759922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002970741,"about_ca_system_score_gemma":0.002171099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004543607,"about_ca_topic_score_gemma":0.01028155,"domain_scores_codex":[0.998757,0.0003447842,0.0002311093,0.0001160746,0.0002783324,0.0002726293],"domain_scores_gemma":[0.9968463,0.001156136,0.0006280665,0.00007412468,0.0004136196,0.0008817172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005225491,0.0002760897,0.02788379,0.0004007505,0.00006769628,0.6616028,0.002667703,0.0003793206,0.003809518,0.002481344,0.2740138,0.02589466],"study_design_scores_gemma":[0.0005066015,0.001562215,0.07354659,0.002289764,0.0002052486,0.5211811,0.006745999,0.004482337,0.002105189,0.008556808,0.3786069,0.0002112334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08851197,0.006145677,0.000832644,0.8364772,0.02448081,0.0001434282,0.0001495822,0.0001061796,0.04315252],"genre_scores_gemma":[0.374452,0.005650035,0.001626859,0.5179844,0.07691073,0.0001357337,0.0001094023,0.00008930442,0.02304148],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02256216,"threshold_uncertainty_score":0.02155435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139100085366584,"score_gpt":0.2713490594439637,"score_spread":0.2574390509073053,"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."}}