{"id":"W4410499609","doi":"10.1002/lary.32282","title":"Prevalence of Esophageal Webs in Patients Undergoing Direct Laryngoscopy","year":2025,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Dysphagia; Laryngoscopy; Cohort; Retrospective cohort study; Reflux; Internal medicine; Cohort study; Surgery; Disease; Intubation","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":[0.0004826965,0.000240378,0.0004202133,0.001030619,0.0003047428,0.0005734474,0.0003325992,0.0005044689,0.002475676],"category_scores_gemma":[0.002402317,0.0002935164,0.0003720057,0.0007482828,0.0003105909,0.0004515798,0.0004046857,0.0004728423,0.0002626344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593305,"about_ca_system_score_gemma":0.0001970942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135989,"about_ca_topic_score_gemma":0.001049346,"domain_scores_codex":[0.9994078,0.00009048359,0.00008189859,0.000125974,0.0001881749,0.0001058025],"domain_scores_gemma":[0.9980959,0.0003651669,0.001021714,0.00009177263,0.0001354569,0.0002900263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002168882,0.000007426311,0.9994697,0.000003645278,0.00000750794,0.0001429893,0.00001354158,0.000005493335,0.00007857527,0.000001830568,0.00001065795,0.0002368757],"study_design_scores_gemma":[0.00000278292,0.0001006655,0.9971238,0.000006529185,0.00001215176,0.002488911,0.0001097648,0.00005681076,0.00004689202,0.000005695633,0.00004361019,0.000002492259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994726,0.0001875506,0.00003334341,0.00001223738,0.000003332801,0.000004511241,0.00007990153,0.000002445591,0.0002042469],"genre_scores_gemma":[0.9997476,0.00007971943,0.00002751283,0.000007004483,0.000006396159,0.000003540469,0.00009315684,7.628726e-7,0.00003423293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002475676,"threshold_uncertainty_score":0.008281946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006406495971285564,"score_gpt":0.254089790908611,"score_spread":0.2476832949373254,"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."}}