{"id":"W599919906","doi":"10.1017/cbo9780511760310.024","title":"Maxillofacial surgery","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Laryngoscopes; Laryngoscopy; Intubation; Airway; Medicine; Documentation; Computer science; Tube (container); Orthodontics; Surgery; Engineering; Mechanical engineering","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":[0.0002497566,0.001178986,0.0006860335,0.001360885,0.001177319,0.001482015,0.0007304376,0.00132893,0.2752545],"category_scores_gemma":[0.0006997272,0.0002677122,0.0007611978,0.001177002,0.0006257163,0.001087219,0.00151929,0.001744587,0.1766312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007387213,"about_ca_system_score_gemma":0.001317677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040828,"about_ca_topic_score_gemma":0.006072351,"domain_scores_codex":[0.9997353,0.00001810859,0.00001533635,0.00003951154,0.0001510809,0.00004055859],"domain_scores_gemma":[0.9998437,0.00002372985,0.00001133714,0.00002227984,0.00004941882,0.00004942961],"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":[0.0000375821,0.00006194446,0.0003638203,0.0004791746,0.00001513536,0.001655501,0.0001294093,0.0001448995,0.001894104,0.006506596,0.280675,0.7080368],"study_design_scores_gemma":[0.00000691954,0.00001891767,0.0008238532,0.0002776065,0.000005779916,0.007103093,0.00007236138,0.00004602172,0.0002536107,0.001794513,0.9895886,0.000008757394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00252179,0.0731378,0.003340399,0.003164127,0.006455238,0.00008324658,0.0007044743,0.0004844538,0.9101084],"genre_scores_gemma":[0.01119207,0.04891362,0.004932664,0.002637846,0.00141766,0.00008531458,0.0009021984,0.0001756269,0.929743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2752545,"threshold_uncertainty_score":0.9208181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718544723539472,"score_gpt":0.212189456059807,"score_spread":0.1850040088244123,"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."}}