{"id":"W2135263074","doi":"10.1097/aln.0b013e31826903bd","title":"Unanticipated Difficult Airway in Obstetric Patients","year":2012,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Michener Institute; University of Toronto","funders":"University of Toronto; Institute for Clinical Evaluative Sciences","keywords":"Checklist; Medicine; Inter-rater reliability; Airway management; Intraclass correlation; Distress; Critical appraisal; Rating scale; Airway; Intensive care medicine; Emergency medicine; Anesthesia; Psychometrics; Psychology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001136424,0.00009186156,0.0001978903,0.0002326257,0.00002103008,0.000002270007,0.00005691805,0.0001093935,0.000527062],"category_scores_gemma":[0.0002059957,0.00007007836,0.00003125205,0.0003587058,0.00003876555,0.00008260387,0.00002435709,0.00009459567,0.0002025392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003635976,"about_ca_system_score_gemma":0.000008755173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002494629,"about_ca_topic_score_gemma":0.000001481868,"domain_scores_codex":[0.9992727,0.0000514823,0.0002012202,0.0001184638,0.00008037143,0.000275749],"domain_scores_gemma":[0.9996237,0.0000544343,0.00005153045,0.0001487609,0.00005991876,0.00006162851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003211759,0.0003171598,0.9753058,0.00001467869,0.000005740991,0.000001526413,0.0001618976,2.557707e-7,0.00006933555,0.0004822977,0.006543148,0.01706607],"study_design_scores_gemma":[0.0005498673,0.0009230993,0.9670115,0.00001656318,0.00001580679,9.856041e-7,0.000041011,0.00001917609,0.001307282,0.00003457307,0.03000063,0.00007956961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989468,0.0002227473,0.00001158951,0.0001084679,0.00008462855,0.0002721397,2.726638e-7,0.000101641,0.00973051],"genre_scores_gemma":[0.9967661,0.0002035698,0.00009926888,0.0003384986,0.00004714364,0.00002915929,0.00005362583,0.00001154407,0.002451102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02345748,"threshold_uncertainty_score":0.577096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958239370157937,"score_gpt":0.272229897936153,"score_spread":0.2526475042345737,"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."}}