{"id":"W4403045918","doi":"10.1002/ohn.993","title":"The Relationship between Upper Esophageal Sphincter Manometry Function and Esophageal Motility Disorders","year":2024,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"High resolution manometry; Medicine; Internal medicine; Gastroenterology; Esophageal motility disorder; Basal (medicine); Esophagus; Achalasia","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":[0.001351892,0.0002750399,0.0003021859,0.000741052,0.0002380425,0.000465272,0.0002918552,0.0004106904,0.00231292],"category_scores_gemma":[0.007230689,0.0002197815,0.0002304204,0.0006947996,0.0003485546,0.0004393763,0.0004286391,0.0005405046,0.0002711929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002463557,"about_ca_system_score_gemma":0.0002266446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295629,"about_ca_topic_score_gemma":0.001440561,"domain_scores_codex":[0.9991605,0.0002971808,0.0001329657,0.0001128149,0.0001865593,0.0001100881],"domain_scores_gemma":[0.9942943,0.002409965,0.002232836,0.0001671777,0.0004279094,0.0004677901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004746013,0.00001247389,0.9992291,0.000005578626,0.00002630077,0.00002526562,0.00001056059,0.00001387733,0.00007472995,0.000001930219,0.00001599477,0.0005366751],"study_design_scores_gemma":[0.000002014202,0.00008862393,0.9996076,0.000002338937,0.00001016921,0.0001802696,0.00001931867,0.00004123676,0.0000224674,0.000001847412,0.00002333817,6.945334e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986631,0.0007883577,0.0000896589,0.00005822194,0.00000700507,0.000006960281,0.0001092943,0.000003727549,0.0002737129],"genre_scores_gemma":[0.9996139,0.00009633823,0.00008126515,0.00001553594,0.0000098238,0.000004867184,0.0001155854,8.819061e-7,0.00006189955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00231292,"threshold_uncertainty_score":0.007737517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740040849585092,"score_gpt":0.2845200097805474,"score_spread":0.2671196012846965,"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."}}