{"id":"W4401887366","doi":"10.1007/s10388-024-01081-9","title":"Association of gastric myotomy length in peroral endoscopic myotomy (POEM) with gastro-esophageal junction distensibility measured by Endoluminal Functional Lumen Imaging Probe (EndoFLIP)","year":2024,"lang":"en","type":"article","venue":"Esophagus","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Ottawa Hospital; University of Ottawa; St. Michael's Hospital","funders":"","keywords":"Myotomy; Medicine; Lumen (anatomy); Achalasia; Gastroesophageal Junction; Cardiothoracic surgery; Heller myotomy; Esophagogastric junction; Esophagus; Radiology; Surgery; Internal medicine; Cancer","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":[0.0003723492,0.0003133451,0.0003737999,0.0006192225,0.0002892061,0.0003644028,0.0003462638,0.0006490372,0.001848628],"category_scores_gemma":[0.002287502,0.0001593099,0.0005399141,0.0005324949,0.000445704,0.0005275763,0.000345786,0.001148794,0.0002739731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002518837,"about_ca_system_score_gemma":0.0002858712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000591754,"about_ca_topic_score_gemma":0.001155163,"domain_scores_codex":[0.999756,0.00004185219,0.00004503486,0.00005524068,0.00004548292,0.00005623793],"domain_scores_gemma":[0.9977569,0.0007003869,0.0007721601,0.0000923903,0.0001175346,0.0005606468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009199966,0.00006651898,0.9922101,0.00002113049,0.00006154775,0.002666866,0.00003903504,0.00006293207,0.001683844,0.00003105995,0.00006783212,0.002169167],"study_design_scores_gemma":[0.000007221963,0.0003104369,0.993681,0.000007837109,0.00005016522,0.005038217,0.000112848,0.0003376699,0.0002859649,0.0000362113,0.000124305,0.00000808826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986463,0.0005022179,0.0001763533,0.00008508361,0.00002341265,0.000003299836,0.00007429408,0.000007059624,0.0004820751],"genre_scores_gemma":[0.9995085,0.00009563022,0.00009853797,0.00001708559,0.00002698753,0.000002694889,0.00008026404,0.000001699926,0.000168577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001848628,"threshold_uncertainty_score":0.00618434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009838250048410406,"score_gpt":0.2399587704264499,"score_spread":0.2301205203780395,"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."}}