{"id":"W2789290543","doi":"10.1093/jcag/gwy009.300","title":"A300 ESOPHAGOGASTRIC JUNCTION OUTFLOW OBSTRUCTION ON MANOMETRY: OUTCOMES AND LACK OF BENEFIT FROM IMAGING","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Achalasia; Dysphagia; Etiology; Esophageal motility disorder; High resolution manometry; Radiology; Regurgitation (circulation); Swallowing; Internal medicine; Chest pain; Medical diagnosis; Endoscopy; Esophagus; Surgery","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":[0.0007930676,0.0002530779,0.000511072,0.0009948068,0.0004337458,0.0007518163,0.0003825757,0.0004320633,0.001917156],"category_scores_gemma":[0.002883663,0.0001814276,0.0007954195,0.001067819,0.0004201256,0.000898771,0.0009123116,0.0005828122,0.000362791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007169528,"about_ca_system_score_gemma":0.0005584664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004107893,"about_ca_topic_score_gemma":0.005430607,"domain_scores_codex":[0.9994088,0.00009827635,0.00007765615,0.0001066992,0.0001605535,0.00014786],"domain_scores_gemma":[0.9980787,0.00026717,0.0009147776,0.0000884839,0.0002243788,0.0004265672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006086014,0.000124691,0.9963422,0.00004225563,0.00008324837,0.000145322,0.00005923619,0.00005933016,0.00006810317,0.00003736261,0.0002669067,0.002162774],"study_design_scores_gemma":[0.00004162158,0.0004598613,0.9982254,0.00003797597,0.00007236939,0.0003006564,0.0002163831,0.0002403247,0.00003824455,0.00006925915,0.0002888033,0.00000924294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977205,0.0003714919,0.00005165611,0.00004445444,0.00001177026,0.00004723814,0.0007685791,0.000002793606,0.0009814899],"genre_scores_gemma":[0.9983304,0.0001416639,0.00004950409,0.00003520967,0.00002256195,0.00003887274,0.001204482,0.000001665864,0.0001755108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004107893,"threshold_uncertainty_score":0.008167982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375372996085595,"score_gpt":0.2607834840841673,"score_spread":0.2470297541233114,"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."}}