{"id":"W3092559410","doi":"10.1177/0194599820966978","title":"Idiopathic Subglottic Stenosis: An Institutional Review of Outcomes With a Multimodality Surgical Approach","year":2020,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Tracheotomy; Subglottic stenosis; Surgery; Airway; Subglottis; Laryngotracheal stenosis; Stenosis; Retrospective cohort study; Gastrostomy; Cohort; Tracheal Stenosis; Larynx; Radiology; Glottis; 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":[0.001907516,0.0001433219,0.0002132412,0.002043033,0.0004112204,0.0005359259,0.0003351405,0.0002181029,0.001307401],"category_scores_gemma":[0.006641364,0.0001250551,0.0002342568,0.00264694,0.0003552943,0.0004158389,0.0006534244,0.0001774869,0.0001598299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000579901,"about_ca_system_score_gemma":0.001385391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002648282,"about_ca_topic_score_gemma":0.004371276,"domain_scores_codex":[0.9981909,0.0004710964,0.0005016541,0.000190753,0.0004334516,0.0002120643],"domain_scores_gemma":[0.9908882,0.001724337,0.005473939,0.0004252567,0.001059273,0.0004288937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004804345,0.00002246599,0.9853507,0.0001631303,0.00003090232,0.0006111501,0.0001941513,0.00002110607,0.0001885936,0.0000624988,0.0005410896,0.0127662],"study_design_scores_gemma":[0.00000489269,0.00007988667,0.9938258,0.0002404543,0.00004274896,0.003061156,0.0008897103,0.00005269527,0.0001454899,0.00001758145,0.001634869,0.000004758231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845333,0.01020464,0.0001930706,0.0003643101,0.00002129352,0.00007968819,0.00129962,0.00001515062,0.003288902],"genre_scores_gemma":[0.9946655,0.004006521,0.0002640045,0.0001240532,0.00004205324,0.00004182785,0.0007375483,0.000004335451,0.0001140472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002648282,"threshold_uncertainty_score":0.01008803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031651172582675,"score_gpt":0.2844227590870605,"score_spread":0.2527715865043855,"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."}}