{"id":"W4367394142","doi":"10.1002/emp2.12951","title":"Preventing unrecognized esophageal intubation in the emergency department","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Emergency Physicians Open","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Capnography; Intubation; Laryngoscopy; Emergency department; Airway; Anesthesiology; Airway management; Intensive care medicine; Anesthesia; Tracheal intubation","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":[0.002666574,0.0005367377,0.001075151,0.001467591,0.0007282125,0.001125506,0.00133511,0.002393662,0.001674176],"category_scores_gemma":[0.01414752,0.0002297188,0.001237652,0.0006518966,0.0003636436,0.0008514017,0.001359523,0.002942645,0.001105545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000700352,"about_ca_system_score_gemma":0.003913688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003235156,"about_ca_topic_score_gemma":0.007559094,"domain_scores_codex":[0.9968144,0.001376406,0.0005118363,0.000120073,0.0009423846,0.0002348655],"domain_scores_gemma":[0.9950355,0.001304198,0.001002157,0.0001129852,0.001774131,0.0007709538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002257358,0.00125602,0.0114877,0.01108141,0.0002611347,0.001860065,0.0005693478,0.0006283956,0.001305077,0.001476245,0.1685901,0.8012589],"study_design_scores_gemma":[0.001731419,0.003140531,0.1076062,0.1227927,0.002133766,0.008852025,0.003094359,0.002937587,0.005716518,0.005963828,0.7358133,0.0002177622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.09438542,0.6323317,0.03560351,0.1167337,0.01296877,0.005843701,0.001227848,0.001313873,0.09959153],"genre_scores_gemma":[0.3367599,0.4640022,0.1222865,0.05430019,0.006550028,0.00367751,0.001939331,0.0001645593,0.01031982],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003235156,"threshold_uncertainty_score":0.0141024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03382366365233297,"score_gpt":0.3492047161784625,"score_spread":0.3153810525261295,"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."}}