{"id":"W2341264237","doi":"10.1213/ane.0000000000001258","title":"Predictors of Difficult Intubation with the Bonfils Rigid Fiberscope","year":2016,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Intubation; Laryngoscopy; Anesthesia; Rapid sequence induction; Glottis; Airway; Stylet; Fiberscope; Surgery; Cricoid cartilage; Larynx","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":[0.0003646431,0.0003467948,0.0002657968,0.0006338454,0.0002940213,0.0003769853,0.0002559208,0.0004632046,0.004350378],"category_scores_gemma":[0.005159653,0.0001746167,0.0002821938,0.0003873064,0.0002585361,0.0003350207,0.000374529,0.0005918858,0.0004493804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583313,"about_ca_system_score_gemma":0.0003649202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008644917,"about_ca_topic_score_gemma":0.0009999803,"domain_scores_codex":[0.9997439,0.00004571959,0.00004196178,0.00003670766,0.00007975716,0.00005205561],"domain_scores_gemma":[0.9951915,0.001429518,0.002055107,0.0001001683,0.000320723,0.0009030466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008111863,0.00001484955,0.9989341,0.000005150746,0.000007752749,0.0001329681,0.00001118747,0.0000390788,0.0001442495,0.000004617644,0.00004388802,0.0005809598],"study_design_scores_gemma":[0.000005184594,0.0001575662,0.9976177,0.000008815054,0.00001513039,0.001472202,0.00009233636,0.0004520311,0.00007021103,0.00002103864,0.00008490669,0.000002907844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991222,0.0002877366,0.0000996259,0.00005154667,0.000008556019,0.000007101554,0.00005876303,0.000004237447,0.0003601583],"genre_scores_gemma":[0.9995802,0.00008753825,0.0001372679,0.000009662623,0.00001871547,0.000004956278,0.0001002297,0.000002265772,0.00005920808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004350378,"threshold_uncertainty_score":0.01455343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006957401087277947,"score_gpt":0.2199552822865394,"score_spread":0.2129978811992615,"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."}}