{"id":"W1515392858","doi":"10.1007/bf03018780","title":"Acute airway management in the emergency department by non-anesthesiologists","year":2004,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Airway management; Anesthesiology; Intubation; Airway; Emergency department; Rapid sequence induction; American society of anesthesiologists; Emergency physician; Medical emergency; Intensive care medicine; Emergency medicine; Anesthesia; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002370464,0.0009620958,0.002490286,0.002240153,0.000439259,0.000229977,0.002167813,0.0005857699,0.0008904519],"category_scores_gemma":[0.00009187585,0.0006428655,0.001351689,0.001265527,0.0002397877,0.0003501177,0.00003312379,0.002093835,0.00005765558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00286492,"about_ca_system_score_gemma":0.00450385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432796,"about_ca_topic_score_gemma":0.001745592,"domain_scores_codex":[0.9942708,0.0003757002,0.002589328,0.0004813595,0.0009627758,0.001320014],"domain_scores_gemma":[0.9951411,0.00006298865,0.001959667,0.0007895379,0.0003911101,0.00165558],"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":[0.00005575418,0.0001364577,0.00007151544,0.002945564,0.0008994237,0.4358422,0.0004026293,0.000005234714,7.668656e-8,0.0002994138,0.213637,0.3457047],"study_design_scores_gemma":[0.0004946241,0.00199597,0.00005635807,0.005159355,0.001835807,0.38017,0.000180567,7.105036e-7,9.347635e-7,0.0002057597,0.6094985,0.0004014164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002257056,0.9868963,0.00003373725,0.003641713,0.0003943993,0.00192119,0.00002119438,0.00002096705,0.004813432],"genre_scores_gemma":[0.001186538,0.9932981,0.0003199977,0.0001083076,0.000512412,0.00007812581,0.0001269765,0.0001350177,0.004234551],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3958615,"threshold_uncertainty_score":0.9996023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015952948437938,"score_gpt":0.2873895135840898,"score_spread":0.2672299840997104,"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."}}