{"id":"W2514178553","doi":"10.5811/westjem.2016.6.30503","title":"Resuscitation Prior to Emergency Endotracheal Intubation: Results of a National Survey","year":2016,"lang":"en","type":"article","venue":"Western Journal of Emergency Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Vancouver Coastal Health; Winnipeg Regional Health Authority; University of Ottawa; Hôpital de l'Enfant-Jésus; Ottawa Hospital; Technical University of Nova Scotia; George & Fay Yee Centre for Healthcare Innovation; Dalhousie University","funders":"","keywords":"Medicine; Resuscitation; Intubation; Emergency department; Emergency medicine; Pneumonia; Emergency medical services; Odds ratio; Intensive care medicine; Anesthesia; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002997759,0.0001699844,0.0004519639,0.0006699694,0.00004155447,0.000001591979,0.0002116456,0.00007420155,0.004214927],"category_scores_gemma":[0.004690171,0.0001054778,0.0001250881,0.0006032113,0.00005271233,0.0002965094,0.00003643106,0.0001269582,0.0000229103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009869369,"about_ca_system_score_gemma":0.0001087569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004000506,"about_ca_topic_score_gemma":0.00006439449,"domain_scores_codex":[0.9961668,0.0001540245,0.002133427,0.0001989015,0.001161948,0.0001848938],"domain_scores_gemma":[0.9954756,0.0001490314,0.001135592,0.0002164311,0.002807623,0.0002157548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004973198,0.0004706929,0.1813864,0.000264196,0.0003602994,0.000004969165,0.003067051,0.000008725882,0.03869202,0.0009038339,0.6978889,0.07197975],"study_design_scores_gemma":[0.00565614,0.01651703,0.9136196,0.001334431,0.0001527593,0.00001025277,0.0002272176,0.00001810685,0.006919424,0.001408121,0.0538898,0.0002470675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8921112,0.0005246126,0.03631743,0.03608166,0.004377289,0.0008621149,0.00007317668,0.0000635541,0.02958894],"genre_scores_gemma":[0.9779521,0.003546187,0.0004831423,0.00005789538,0.00114886,0.0000085015,0.0000327798,0.00002313781,0.01674743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7322332,"threshold_uncertainty_score":0.9966953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159217675334151,"score_gpt":0.3986048834060697,"score_spread":0.2826831158726546,"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."}}