{"id":"W4399742118","doi":"10.33552/asoaj.2022.03.000563","title":"Managing Difficult Airway for Emergency Liver Transplant: More Than One Challenge to Manage","year":2022,"lang":"en","type":"article","venue":"Anaesthesia & Surgery Open Access Journal","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Airway; Intensive care medicine; Medicine; Airway management; Medical emergency; Surgery","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":[0.000450168,0.00112294,0.001020176,0.001080429,0.002327568,0.002014169,0.0007535628,0.004229623,0.002772488],"category_scores_gemma":[0.004376257,0.0003100262,0.0007575343,0.0007071964,0.001096204,0.003116885,0.001426877,0.004754054,0.001069679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007193215,"about_ca_system_score_gemma":0.0009985408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000676087,"about_ca_topic_score_gemma":0.001418088,"domain_scores_codex":[0.9992841,0.0001228758,0.00009494328,0.00009834762,0.0002014736,0.000198297],"domain_scores_gemma":[0.998301,0.0004343372,0.0005761921,0.00005423042,0.0001343773,0.0004999011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00007734389,0.00009748246,0.02370734,0.0003551344,0.00003779584,0.9446488,0.000629392,0.0002504281,0.002458296,0.001026673,0.004959059,0.02175222],"study_design_scores_gemma":[0.000007791135,0.00008433907,0.003819774,0.0001539069,0.00001718407,0.990993,0.0005687993,0.0002854071,0.0003088743,0.0008665919,0.002875066,0.00001925691],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7647802,0.1015108,0.01907349,0.07090656,0.005687657,0.000328732,0.0002886227,0.0005171113,0.03690693],"genre_scores_gemma":[0.9438887,0.02438279,0.008589468,0.01001183,0.009410712,0.00007408765,0.0001809963,0.00009228766,0.003369098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004229623,"threshold_uncertainty_score":0.0092749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09522330848246251,"score_gpt":0.3628189162701334,"score_spread":0.2675956077876708,"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."}}