{"id":"W1527543277","doi":"10.1007/s12630-011-9491-9","title":"Difficult and failed intubation: Incident rates and maternal, obstetrical, and anesthetic predictors","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"Canadian Institutes of Health Research; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Intubation; Cohort; Tracheal intubation; Obstetrics; Incidence (geometry); Population; Cohort study; Pediatrics; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005437301,0.000306131,0.0005511394,0.001020886,0.0003481892,0.0002574318,0.0001927924,0.0001761049,0.0004106226],"category_scores_gemma":[0.000251365,0.0002481056,0.0000833592,0.0003448822,0.0004081448,0.0005412861,0.00001794278,0.0005040257,0.000002856778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495973,"about_ca_system_score_gemma":0.0006889626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002601149,"about_ca_topic_score_gemma":0.001128944,"domain_scores_codex":[0.9981014,0.00009049071,0.0007497998,0.0002361595,0.0003483418,0.0004738449],"domain_scores_gemma":[0.9966242,0.00005533937,0.0005161187,0.000159972,0.0005875311,0.002056856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0004038707,0.00009507091,0.7926939,0.0002932262,0.0003445534,0.1417371,0.01104273,0.000002754009,0.00006183696,0.001836298,0.01231078,0.03917798],"study_design_scores_gemma":[0.001176,0.005560369,0.3944357,0.0003839493,0.0003000375,0.5874403,0.001826283,0.00005588094,0.0002864568,0.0005736875,0.007633721,0.0003276414],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933379,0.003329161,0.00001948675,0.002147143,0.00009935655,0.000243719,0.000001581085,0.00001896734,0.0008026689],"genre_scores_gemma":[0.995928,0.002183776,0.0005439355,0.00008490987,0.0002026185,0.000003983934,0.00000305437,0.00003977053,0.001009957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4457032,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592995269816292,"score_gpt":0.2202356875122319,"score_spread":0.204305734814069,"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."}}