{"id":"W4229001050","doi":"10.1002/lary.29827","title":"Long‐Term Voice Outcomes Following Cricotracheal Resection for Subglottic Stenosis: A Retrospective Analysis","year":2021,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Retrospective cohort study; Refractory (planetary science); Voice therapy; Stenosis; Cohort; Surgery; Internal medicine; Audiology","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":[0.0004415825,0.0001936412,0.0005840415,0.0001588631,0.0002903137,0.00006895839,0.0001372647,0.0001059808,0.0001118079],"category_scores_gemma":[0.0004304453,0.000135305,0.000714484,0.001219767,0.00004089447,0.0001496042,0.00005301443,0.0002627722,0.00004418569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001412422,"about_ca_system_score_gemma":0.0001138707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001288806,"about_ca_topic_score_gemma":0.001389197,"domain_scores_codex":[0.9984216,0.0001037024,0.0002951259,0.0004041521,0.0003849704,0.0003904546],"domain_scores_gemma":[0.998855,0.0001890437,0.00008687904,0.0005593994,0.0002049083,0.0001047769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001803654,0.0002454442,0.9920599,0.00008956734,0.003325827,0.00007143176,0.0007710867,0.000009172373,0.002063937,0.0001030166,0.0005441033,0.0005361685],"study_design_scores_gemma":[0.001656125,0.000345591,0.9887593,0.00005383755,0.005151267,0.000009935202,0.0006776663,0.0001695909,0.002660512,0.0001905734,0.0001700693,0.0001555561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871479,0.001104037,0.001834275,0.007425117,0.000275124,0.0005898547,0.00001488408,0.0000958727,0.001512948],"genre_scores_gemma":[0.9933909,0.00007535622,0.0003867517,0.001906981,0.0001250159,0.0001017572,0.00008971935,0.00003453491,0.003888987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006243009,"threshold_uncertainty_score":0.5517579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496304491386302,"score_gpt":0.3265592274878528,"score_spread":0.3015961825739898,"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."}}