{"id":"W2027920683","doi":"10.1007/s00405-013-2659-x","title":"Laryngeal injuries following endotracheal intubation in ENT surgery: predictive value of anatomical scores","year":2013,"lang":"en","type":"article","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Intubation; Sore throat; Anesthesia; Laryngoscopy; Airway; Endotracheal intubation; Larynx; Throat; Elective surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005561876,0.0002388155,0.0007065014,0.0008358374,0.00004266523,0.00001161771,0.0002454954,0.00006753418,0.0004088263],"category_scores_gemma":[0.0006100786,0.0002217386,0.0002821483,0.0002326718,0.0003163616,0.0002792545,0.0002586376,0.0003248815,0.00003376378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003315212,"about_ca_system_score_gemma":0.00006699777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002230701,"about_ca_topic_score_gemma":0.0000090059,"domain_scores_codex":[0.9974076,0.0006808212,0.0009159023,0.0003865083,0.0002677998,0.0003414074],"domain_scores_gemma":[0.9984781,0.0006458006,0.0003357037,0.0003684751,0.00005795729,0.0001139503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001295387,0.001145295,0.8355604,0.0006597847,0.0005904611,0.00004997849,0.006948876,0.00004637533,0.06047451,0.01232996,0.009842157,0.07105678],"study_design_scores_gemma":[0.0009949962,0.002815326,0.9466947,0.0003742616,0.0001034897,0.000003881398,0.0002822465,0.002815305,0.04282561,0.00192041,0.0009443672,0.0002253878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434004,0.0001699904,0.002995718,0.0004805521,0.0001246236,0.0009259389,0.00001724324,0.0001201025,0.05176545],"genre_scores_gemma":[0.9963714,0.0003601354,0.002373999,0.0001121804,0.00009501752,0.00004810577,0.0001813709,0.00004560037,0.0004121276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1111343,"threshold_uncertainty_score":0.904224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116471687752022,"score_gpt":0.2510098689623242,"score_spread":0.239845152084804,"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."}}