{"id":"W3131850748","doi":"10.23736/s0375-9393.21.15302-7","title":"Prospective observational study evaluating the C-MAC Video Stylet for awake tracheal intubation: a single-center study","year":2021,"lang":"en","type":"article","venue":"Minerva Anestesiologica","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System","funders":"","keywords":"Stylet; Medicine; Observational study; Intubation; Tracheal intubation; Anesthesia; Center (category theory); Prospective cohort study; Surgery; Internal medicine","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":[0.002738094,0.0006457769,0.001006988,0.0007227861,0.0009492501,0.0009233552,0.0005496148,0.0009393024,0.002064241],"category_scores_gemma":[0.004288537,0.0007288227,0.0008124468,0.0009061257,0.000604722,0.001229857,0.0006244765,0.000942717,0.0006323719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004260852,"about_ca_system_score_gemma":0.0009311484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176285,"about_ca_topic_score_gemma":0.002340288,"domain_scores_codex":[0.9980834,0.000655782,0.0002397382,0.0004591795,0.0003191184,0.0002427968],"domain_scores_gemma":[0.9948676,0.001039136,0.001913081,0.0004612932,0.0005651359,0.001153839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007122959,0.0006664286,0.9973455,0.0000189624,0.0000798751,0.0001638556,0.0001368545,0.00001407313,0.0002131742,0.000009453104,0.00006184006,0.0005777159],"study_design_scores_gemma":[0.0003785128,0.009997085,0.9864165,0.00002886012,0.0001665277,0.001034735,0.001189081,0.0003105899,0.0001090733,0.00002504651,0.0003190537,0.00002494776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999536,0.0001127389,0.00008665256,0.00001303468,0.000007044571,0.00006046999,0.00006830598,0.00000185032,0.0001139399],"genre_scores_gemma":[0.9992563,0.00008472282,0.0001936815,0.00008670484,0.00002828818,0.00008266659,0.0001932652,0.000003276938,0.00007112081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002738094,"threshold_uncertainty_score":0.01448059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2915021166881253,"score_gpt":0.417007608845248,"score_spread":0.1255054921571228,"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."}}