{"id":"W4400610031","doi":"10.1007/s43678-024-00730-3","title":"Does delayed sequence intubation with ketamine decrease the incidence of peri-intubation hypoxemia in trauma patients?","year":2024,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Intubation; Hypoxemia; Ketamine; Anesthesia; Peri; Incidence (geometry); Rapid sequence induction; Endotracheal intubation; Emergency medicine; Internal 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":[0.0005914188,0.0001858641,0.0007470851,0.0002500847,0.0005789293,0.0008062437,0.000606968,0.005733429,0.003120409],"category_scores_gemma":[0.0106009,0.0001638555,0.0005217119,0.0003548677,0.0003765453,0.0006385877,0.0001778055,0.002816997,0.0007232436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239563,"about_ca_system_score_gemma":0.002417763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006476406,"about_ca_topic_score_gemma":0.01556785,"domain_scores_codex":[0.9996229,0.00009626415,0.00006480941,0.00003202991,0.0001083029,0.00007555795],"domain_scores_gemma":[0.9971845,0.0009773213,0.0007014024,0.00005954709,0.0005217418,0.0005555772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007179955,0.001876941,0.4174995,0.001378438,0.0004237707,0.03851113,0.0007889906,0.0009494752,0.004787431,0.001919233,0.2175177,0.3071675],"study_design_scores_gemma":[0.003022614,0.01094793,0.7082038,0.003222614,0.0009032425,0.08033999,0.004856104,0.003586109,0.003119229,0.005348795,0.1762418,0.0002078436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2748964,0.02501499,0.0004483708,0.6726199,0.00702747,0.00008621468,0.0002626785,0.00006859305,0.01957535],"genre_scores_gemma":[0.7773688,0.02321666,0.002151899,0.1612718,0.03057285,0.0001041377,0.0001962522,0.00003062991,0.005087016],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006476406,"threshold_uncertainty_score":0.0128774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04154559731238391,"score_gpt":0.3031288236753791,"score_spread":0.2615832263629952,"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."}}