{"id":"W3007524942","doi":"10.1016/j.tacc.2019.12.012","title":"Anesthetic Management in Surgical Airways - Quomodo?","year":2020,"lang":"en","type":"article","venue":"Trends in Anaesthesia and Critical Care","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Anesthetic; Anesthesia","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":[0.0001407511,0.0002397255,0.000772975,0.0002441302,0.00003790854,0.00003110842,0.00008973943,0.0001522208,0.0002255106],"category_scores_gemma":[0.00004670109,0.000203286,0.0002474223,0.0005863246,0.0001929857,0.00006161098,0.00004174048,0.0003008235,0.00002797248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005601274,"about_ca_system_score_gemma":0.00001683427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003139475,"about_ca_topic_score_gemma":0.0000160165,"domain_scores_codex":[0.998244,0.0001285064,0.0003587676,0.0004800601,0.0003446817,0.000443916],"domain_scores_gemma":[0.9991865,0.0001382781,0.00001389797,0.0002056878,0.00002883832,0.0004267889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008560117,0.0002888863,0.285276,0.0006526273,0.00002438687,0.05179232,0.002691052,0.000007157288,0.000005339433,0.1661889,0.0001301896,0.4920871],"study_design_scores_gemma":[0.007988059,0.00168651,0.6891658,0.0002907749,0.0003243575,0.001394021,0.008658892,0.000512158,0.00004886379,0.0003280391,0.2887084,0.0008942245],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8025548,0.004502576,0.000009277998,0.03631483,0.00004053602,0.0002613649,0.000003976403,0.0001220898,0.1561906],"genre_scores_gemma":[0.9970297,0.0002704398,0.0003275192,0.001962507,0.00006444396,0.00002747981,0.00002012771,0.00002563393,0.0002721068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4911929,"threshold_uncertainty_score":0.8289763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899030002570626,"score_gpt":0.3185622073240293,"score_spread":0.2895719072983231,"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."}}