{"id":"W2563460907","doi":"10.1007/s12630-016-0802-z","title":"The effectiveness of apneic oxygenation during tracheal intubation in various clinical settings: a narrative review","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Oxygenation; Anesthesia; Intubation; Narrative review; Oxygen saturation; Tracheal intubation; Intensive care medicine; Oxygen","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":[0.002115857,0.0007328019,0.002815731,0.003528877,0.0003269575,0.001939232,0.001290221,0.001487787,0.002865679],"category_scores_gemma":[0.01029903,0.0004770081,0.002454557,0.003796098,0.0007275208,0.001759393,0.000862526,0.001248618,0.0002621328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000797987,"about_ca_system_score_gemma":0.002962033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002678068,"about_ca_topic_score_gemma":0.008409577,"domain_scores_codex":[0.9987633,0.0002471578,0.0005043613,0.0001841925,0.000255322,0.00004568111],"domain_scores_gemma":[0.9924827,0.005729706,0.001242208,0.00006190136,0.0004117627,0.00007180547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004150467,0.00007652651,0.002561766,0.6623697,0.004921252,0.0004945868,0.0004912207,0.0001788585,0.0006022026,0.0009929846,0.008106343,0.3187895],"study_design_scores_gemma":[0.0003798507,0.0007686485,0.0191016,0.5840264,0.0507864,0.005569269,0.001675845,0.0002071464,0.0006692379,0.001354682,0.3352583,0.0002027233],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001919777,0.999568,0.00001551944,0.00007510802,0.00003669956,0.000005895788,0.00002341773,7.031248e-7,0.00008267046],"genre_scores_gemma":[0.002426107,0.9970541,0.0001162674,0.0002490749,0.00008550013,0.000009422193,0.00002401615,8.123108e-7,0.00003478489],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003528877,"threshold_uncertainty_score":0.01118988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03915597093065413,"score_gpt":0.3515822351833863,"score_spread":0.3124262642527322,"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."}}