{"id":"W2996965464","doi":"10.1097/hn9.0000000000000007","title":"Lessons learned from an airway fellowship at Toronto General Hospital","year":2019,"lang":"en","type":"article","venue":"Journal of Head & Neck Anesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital","funders":"","keywords":"Airway; Medicine; Airway management; Blueprint; Specialty; Medical education; General surgery; Family medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006011981,0.0004342865,0.0003157269,0.0007523546,0.008154528,0.003364076,0.001740641,0.004265198,0.009849126],"category_scores_gemma":[0.01401058,0.0003858265,0.000684232,0.0008191168,0.003255752,0.002940232,0.004683998,0.008780055,0.001641173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01849423,"about_ca_system_score_gemma":0.04774937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1978688,"about_ca_topic_score_gemma":0.6093793,"domain_scores_codex":[0.9934793,0.00163523,0.0002495277,0.0004257725,0.00228518,0.001925026],"domain_scores_gemma":[0.958488,0.001235287,0.0005637138,0.0003627109,0.004591176,0.0347589],"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":[0.00003331223,0.0001637707,0.01024702,0.0003075683,0.00002369334,0.007007442,0.01271264,0.0002157222,0.0003868152,0.004600476,0.9094495,0.05485197],"study_design_scores_gemma":[0.00003555999,0.0003345221,0.02308043,0.001524323,0.00002052097,0.007980298,0.03507034,0.0002471238,0.0001634227,0.002454741,0.928993,0.00009569733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03288472,0.01069636,0.0009274692,0.8852113,0.04007675,0.00005582105,0.0002029469,0.0001263992,0.02981817],"genre_scores_gemma":[0.4609902,0.03682429,0.008018117,0.3432661,0.03007119,0.0001990117,0.000802996,0.000459208,0.1193689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1978688,"threshold_uncertainty_score":0.3934341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997434877797142,"score_gpt":0.3219698815095233,"score_spread":0.2919955327315519,"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."}}