{"id":"W2901132004","doi":"10.1002/lary.27538","title":"Medialization laryngoplasty/arytenoid adduction: U.S. outcomes, discharge status, and utilization trends","year":2018,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Medicine; Emergency medicine; Emergency department; Logistic regression; Comorbidity; Retrospective cohort study; Odds ratio; Tracheotomy; 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":[0.0005808378,0.0001661709,0.00018196,0.00115515,0.0002644223,0.0005745016,0.0002776069,0.0003016536,0.001158485],"category_scores_gemma":[0.001845323,0.0001633245,0.0004020724,0.001950285,0.0001808199,0.0005973601,0.000525418,0.0004125688,0.0002264178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005844666,"about_ca_system_score_gemma":0.0006606646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01738571,"about_ca_topic_score_gemma":0.02496332,"domain_scores_codex":[0.9995802,0.00005725824,0.00009728963,0.00009453009,0.00008982113,0.00008088625],"domain_scores_gemma":[0.9976026,0.0001628727,0.001701895,0.00006476163,0.0002262331,0.0002416546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002440769,0.00001637595,0.9986951,0.00001126781,0.00002204481,0.00001537213,0.00002819251,0.00002047848,0.00004653553,0.00001098522,0.000153981,0.0009553276],"study_design_scores_gemma":[0.000002276023,0.00004209223,0.9993795,0.00001264179,0.00001368017,0.00007816834,0.0001458247,0.0001267559,0.0000365935,0.000006923795,0.0001538465,0.000001708819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956032,0.0004291939,0.00005990056,0.0001309519,0.000009020384,0.000008294757,0.003323317,0.000007412984,0.0004286805],"genre_scores_gemma":[0.9965625,0.0002898537,0.00008849655,0.00005355091,0.00001544831,0.00001276299,0.002860748,0.000001923529,0.0001147806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01738571,"threshold_uncertainty_score":0.03456903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03088156685868684,"score_gpt":0.3107612966688326,"score_spread":0.2798797298101458,"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."}}