{"id":"W2620660488","doi":"10.4266/kjccm.2017.00066","title":"Difficult Airway and Cannot Intubate, Cannot Ventilate Situations in Korea: What Can We Do in the Future?","year":2017,"lang":"en","type":"article","venue":"Korean Journal of Critical Care Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Airway; Intensive care medicine; Medicine; Medical emergency; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001781727,0.0004164139,0.0005429226,0.001005171,0.001251872,0.001789073,0.000849924,0.002225465,0.003167918],"category_scores_gemma":[0.006064416,0.000396288,0.0007208978,0.001109472,0.0008015182,0.006521155,0.001261107,0.002485786,0.0004446482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001838413,"about_ca_system_score_gemma":0.00802522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04557852,"about_ca_topic_score_gemma":0.07481987,"domain_scores_codex":[0.9990153,0.0002473039,0.0001439041,0.0001019718,0.00009219127,0.0003993177],"domain_scores_gemma":[0.9954432,0.0005254237,0.001195568,0.00006814627,0.0008706031,0.00189703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002337836,0.0009098909,0.7502142,0.004447097,0.0001952722,0.003784034,0.01170062,0.0001258164,0.000446173,0.001836078,0.03801644,0.1880907],"study_design_scores_gemma":[0.0000756603,0.000477305,0.8024091,0.007916384,0.000288508,0.003912048,0.154263,0.0004407924,0.0001702927,0.001561162,0.02825273,0.000233183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6685197,0.0955584,0.0005056948,0.2245417,0.00220275,0.0001663348,0.001266665,0.00004933413,0.007189532],"genre_scores_gemma":[0.9119345,0.06419097,0.001335626,0.01954911,0.0006324304,0.0001693407,0.0008683508,0.00001472864,0.001304893],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04557852,"threshold_uncertainty_score":0.09062648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085073332856269,"score_gpt":0.3292476407134786,"score_spread":0.3083969073849159,"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."}}