{"id":"W4242750197","doi":"10.1017/cbo9780511760310.020","title":"The lost airway","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Airway; Intubation; Laryngoscopy; Surgery; Airway obstruction; Tracheal intubation; Anesthesia; Airway management; Blunt trauma; Complication","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":[0.0002858579,0.0005894236,0.0004406142,0.0006458914,0.001122057,0.002794512,0.0007816587,0.001751149,0.03794435],"category_scores_gemma":[0.0010933,0.0001943669,0.0004346411,0.000316274,0.001790619,0.003345905,0.001982547,0.003285996,0.02421807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007692538,"about_ca_system_score_gemma":0.0009220022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000542132,"about_ca_topic_score_gemma":0.0008359641,"domain_scores_codex":[0.9997596,0.0000360286,0.00001520487,0.00004426533,0.0001078741,0.00003703264],"domain_scores_gemma":[0.9998293,0.00004162934,0.00001722275,0.00002688356,0.0000314841,0.00005348714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000586267,0.00006806773,0.0004964164,0.0007049937,0.00001579273,0.004569578,0.0008568345,0.0002166764,0.00316586,0.06254547,0.377354,0.5499477],"study_design_scores_gemma":[0.00000423449,0.00003108936,0.0004007578,0.0005286001,0.000004304711,0.01174523,0.0001777874,0.000049771,0.0002458181,0.007197148,0.9796078,0.000007435207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.005228878,0.2651584,0.00854147,0.02367916,0.02029436,0.00008308293,0.0002496147,0.0004857185,0.6762794],"genre_scores_gemma":[0.04037835,0.1010043,0.006872219,0.01470956,0.005489306,0.00008675354,0.0002252361,0.0001917391,0.8310427],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03794435,"threshold_uncertainty_score":0.1269365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694439168537464,"score_gpt":0.212120076796953,"score_spread":0.1951756851115783,"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."}}