{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002009224,0.0002656833,0.0001823779,0.0006252248,0.0004153649,0.0003993176,0.0005080197,0.0004250104,0.001517349],"category_scores_gemma":[0.01377958,0.0001225187,0.0001891977,0.0002704232,0.0004714212,0.0003914663,0.000913593,0.0006527145,0.0002982486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006061777,"about_ca_system_score_gemma":0.001798348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157507,"about_ca_topic_score_gemma":0.001460503,"domain_scores_codex":[0.9984597,0.0007404006,0.0002739433,0.0001279207,0.0003017615,0.00009630116],"domain_scores_gemma":[0.9958667,0.001508342,0.001705082,0.0001226873,0.0004840322,0.000313191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001961808,0.0002012353,0.884813,0.0006632673,0.00005480568,0.003319373,0.002258502,0.003860164,0.001574177,0.0004507966,0.002745792,0.09986265],"study_design_scores_gemma":[0.0001097844,0.001984535,0.8846757,0.001547524,0.000138451,0.0589431,0.009559286,0.01931326,0.005508696,0.003415839,0.01470304,0.0001007069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855673,0.001338125,0.006799194,0.001468813,0.00006260608,0.0002792143,0.0001430904,0.00006136087,0.004280278],"genre_scores_gemma":[0.9894949,0.0007124918,0.009104602,0.0001933215,0.0000330102,0.00009291684,0.000157992,0.000004987518,0.0002057934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002009224,"threshold_uncertainty_score":0.01062596,"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."}}