{"id":"W2973129079","doi":"10.1002/lary.28273","title":"Cricotracheal resection for adult subglottic stenosis: Factors predicting treatment failure","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Subglottic stenosis; Restenosis; Stenosis; Surgery; Anastomosis; Retrospective cohort study; Subglottis; Laryngotracheal stenosis; Odds ratio; Intubation; Larynx; Glottis; Tracheal Stenosis; Internal medicine; Stent","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004299427,0.0001158094,0.0002989264,0.0006879554,0.0001652721,0.0003213499,0.0002507152,0.0002615806,0.0005638846],"category_scores_gemma":[0.002559244,0.00007802519,0.000336323,0.000992036,0.0001643871,0.0002468497,0.0001198636,0.000157372,0.00009293282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631212,"about_ca_system_score_gemma":0.0008459403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004942127,"about_ca_topic_score_gemma":0.01197276,"domain_scores_codex":[0.9997244,0.00006223326,0.00006675329,0.00004049966,0.00007193962,0.00003406191],"domain_scores_gemma":[0.998109,0.0005491402,0.001030066,0.00003301322,0.0001748401,0.0001040619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001243102,0.00001926157,0.9831073,0.0003915097,0.00008504497,0.0003090136,0.00007934566,0.00002766061,0.0002532807,0.000009787229,0.0001454953,0.01544802],"study_design_scores_gemma":[0.00000828564,0.00008837813,0.9976094,0.0002137995,0.0001268806,0.001144562,0.0002158606,0.00008054698,0.00007517835,0.000006129418,0.000428248,0.000002717885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590129,0.0395644,0.0001376445,0.0001738652,0.00002162635,0.00002138141,0.0003966738,0.000003381734,0.0006681316],"genre_scores_gemma":[0.9893639,0.009943985,0.0001788804,0.0000470548,0.00003779438,0.00001635811,0.0003291642,0.00000119215,0.0000815666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004942127,"threshold_uncertainty_score":0.00982672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901575101378708,"score_gpt":0.2708176157326213,"score_spread":0.2518018647188342,"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."}}