{"id":"W2895412686","doi":"10.1007/s12630-018-1196-x","title":"Hung’s Difficult and Failed Airway Management, Third Edition","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Airway management; Airway; Medicine; Intensive care medicine; History; Psychology; Anesthesia","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":[0.0007767151,0.001278333,0.001219002,0.004654226,0.0006929451,0.00190556,0.001287408,0.003336056,0.01532873],"category_scores_gemma":[0.005625017,0.000801196,0.0009340509,0.001717071,0.0009955558,0.002428314,0.001207261,0.004714546,0.00830196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387143,"about_ca_system_score_gemma":0.003212371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01556263,"about_ca_topic_score_gemma":0.03170609,"domain_scores_codex":[0.9994205,0.00004942245,0.0001317627,0.00005232592,0.0002558643,0.00009010517],"domain_scores_gemma":[0.9977124,0.0005051781,0.000272447,0.00007948843,0.00105706,0.0003734254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002373445,0.00003513275,0.000846791,0.0002886957,0.00001293848,0.0023647,0.00005149402,0.0001723555,0.0002249012,0.0007521107,0.9271073,0.06811973],"study_design_scores_gemma":[0.00002424789,0.00005349788,0.005290153,0.001945899,0.00003508497,0.03399053,0.000152669,0.0004445615,0.0001712487,0.001554021,0.9563024,0.00003569748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003972378,0.5418737,0.004359757,0.1079229,0.212306,0.0001656191,0.002169379,0.0007041117,0.1265262],"genre_scores_gemma":[0.02086564,0.506456,0.006100245,0.05370241,0.219534,0.0002094039,0.004197426,0.000586489,0.1883483],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01556263,"threshold_uncertainty_score":0.05127972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009710275295213943,"score_gpt":0.2265660052756522,"score_spread":0.2168557299804382,"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."}}