{"id":"W2196029117","doi":"10.1111/anae.13333","title":"Time to abandon awake fibreoptic intubation?","year":2015,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Intubation; Anesthesia; Laryngoscopes; General surgery; Tracheal intubation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002319961,0.0003127639,0.0004969863,0.000458597,0.00004681285,0.00004986425,0.0002217832,0.0004901957,0.00591212],"category_scores_gemma":[0.00008957554,0.000281362,0.0001446269,0.0002908516,0.00005078335,0.000109409,0.00006243125,0.0006114391,0.008936749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607545,"about_ca_system_score_gemma":0.0001404793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002427813,"about_ca_topic_score_gemma":7.098289e-7,"domain_scores_codex":[0.9983472,0.0000491136,0.0003431291,0.000402995,0.000547057,0.0003105514],"domain_scores_gemma":[0.9988445,0.00001993192,0.0001320322,0.0006230386,0.0002540558,0.0001264544],"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":[0.00001327629,0.00001714472,0.00003960383,0.00006770792,0.00004221655,0.00003570614,0.00006054074,4.919766e-7,0.000003316327,0.00002898465,0.9297787,0.06991233],"study_design_scores_gemma":[0.0002631777,0.005698146,0.0001051964,0.0001945927,0.0001503502,0.000003948968,0.000006180952,0.00008094891,0.00008184384,0.0002147632,0.9929056,0.0002952174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003547915,0.00006017169,0.0001639359,0.7771405,0.00006742369,0.001081576,0.000007043016,0.0005740963,0.2173573],"genre_scores_gemma":[0.0005119003,0.0001401627,0.0007394641,0.4860727,0.002168665,0.0001303983,0.001023497,0.0001060946,0.5091071],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2917497,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887794582019177,"score_gpt":0.2640809567783393,"score_spread":0.2452030109581476,"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."}}