{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001165332,0.0001937105,0.000280385,0.00005387748,0.0001758765,0.00002609894,0.00009312909,0.00009989781,0.0001169437],"category_scores_gemma":[0.00007327003,0.0001092578,0.0001620482,0.0001597471,0.00003649517,0.00009972614,0.00001705217,0.0001658291,0.00008637251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090752,"about_ca_system_score_gemma":0.00006313277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004190638,"about_ca_topic_score_gemma":0.0003280218,"domain_scores_codex":[0.9989074,0.00004310399,0.0002196074,0.0002770353,0.0001973692,0.0003554658],"domain_scores_gemma":[0.9992642,0.0001430984,0.0000733742,0.0002979129,0.0001182417,0.0001031821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003476337,0.00153672,0.9351567,0.001061617,0.0007972139,0.000006816636,0.008695424,0.0001387344,0.0275649,0.0008710406,0.00588312,0.01481136],"study_design_scores_gemma":[0.01995496,0.0281658,0.8325729,0.0008484898,0.001737103,0.0000645313,0.02448969,0.004868431,0.0577001,0.0006655334,0.02796529,0.0009671219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895844,0.0002526465,0.00005205793,0.006408837,0.0002708894,0.001589813,0.00002794724,0.0001481306,0.001665238],"genre_scores_gemma":[0.9961326,0.00004827853,0.0001560106,0.0005116714,0.0002195982,0.0001236416,0.00007181545,0.00003748346,0.002698882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025838,"threshold_uncertainty_score":0.4455405,"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."}}