{"id":"W4212893152","doi":"10.1093/jcag/gwab049.134","title":"A135 DO VISCOUS SWALLOWS IMPROVE THE DIAGNOSTIC YIELD OF HIGH-RESOLUTION MANOMETRY?","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"High resolution manometry; Medicine; Dysphagia; Narcotic; Retrospective cohort study; Internal medicine; Gastroenterology; Surgery; Esophagus; Achalasia","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":[0.01417578,0.000508439,0.0008710847,0.002451774,0.0003094701,0.001604439,0.0008335894,0.001102604,0.001769796],"category_scores_gemma":[0.09935985,0.0004249332,0.0008313749,0.001788162,0.0007332098,0.002603203,0.0008920545,0.00048122,0.0006477596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157454,"about_ca_system_score_gemma":0.0004560107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009698421,"about_ca_topic_score_gemma":0.001587914,"domain_scores_codex":[0.9914302,0.004492276,0.001701,0.000709996,0.001270851,0.0003957008],"domain_scores_gemma":[0.9012675,0.05990009,0.02396483,0.003971335,0.009103537,0.001792761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000560012,0.00002459767,0.9872069,0.0001288967,0.00009093577,0.0001737133,0.00005543794,0.00006099313,0.0003141594,0.00001293943,0.000185148,0.01118626],"study_design_scores_gemma":[0.00002103134,0.0007857985,0.9949766,0.000133112,0.0002419625,0.001723818,0.000301374,0.0005847355,0.0005404996,0.00005742468,0.0006225908,0.00001108873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822329,0.01257004,0.001019369,0.001171414,0.0001541688,0.00003894619,0.0005526388,0.0000480243,0.002212553],"genre_scores_gemma":[0.9973217,0.001123511,0.000917839,0.0001448781,0.0002025309,0.000007741704,0.0002096994,0.000007221293,0.00006486217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01417578,"threshold_uncertainty_score":0.07496965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006928878729311081,"score_gpt":0.2127214111015055,"score_spread":0.2057925323721944,"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."}}