{"id":"W2022698565","doi":"10.1016/j.annemergmed.2006.03.024","title":"Awake Fiberoptic Intubation Using an Optical Stylet in an Anticipated Difficult Airway","year":2006,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Stylet; Medicine; Airway; Laryngoscopy; Sedation; Intubation; Anesthesia; Tracheal intubation; Airway management; Intensive care medicine; Surgery","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":[0.0008651822,0.002044417,0.00116961,0.002648765,0.003846295,0.001325086,0.001327688,0.008475556,0.002109664],"category_scores_gemma":[0.004844789,0.00100636,0.002337682,0.0008709378,0.002279011,0.003120244,0.001495779,0.005942348,0.0008826164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156492,"about_ca_system_score_gemma":0.00166596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00147529,"about_ca_topic_score_gemma":0.005413643,"domain_scores_codex":[0.9990295,0.000105728,0.0002006234,0.0001456049,0.0001919669,0.0003264956],"domain_scores_gemma":[0.998151,0.0004329324,0.0003687835,0.00019723,0.00009316271,0.0007569371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.002119449,0.0003493851,0.01522594,0.0001323129,0.0001102065,0.9606516,0.0006145997,0.0005084946,0.01000166,0.0004956495,0.001497398,0.008293295],"study_design_scores_gemma":[0.0005238188,0.006818872,0.04617851,0.00008615313,0.0001941082,0.9304217,0.0007480597,0.003633814,0.005840974,0.001370711,0.00405165,0.0001316731],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692121,0.001689899,0.005159022,0.008319468,0.002293003,0.0002140178,0.0002341252,0.0003728441,0.01250558],"genre_scores_gemma":[0.9839634,0.001015464,0.005519729,0.002389605,0.004060771,0.00006397667,0.0001305814,0.00006343663,0.002793008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008475556,"threshold_uncertainty_score":0.01135433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1820269784020557,"score_gpt":0.4286323162418728,"score_spread":0.2466053378398171,"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."}}