{"id":"W4410813906","doi":"10.1159/000546490","title":"Endoscopic Treatment of Achalasia","year":2025,"lang":"en","type":"review","venue":"Digestion","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Kingston General Hospital; Queen's University","funders":"","keywords":"Achalasia; Myotomy; Esophageal motility disorder; GERD; Medicine; Botulinum toxin; Heller myotomy; Intensive care medicine; Esophagus; Surgery; Disease; Reflux; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001926198,0.0002444944,0.001225044,0.0001845103,0.00001875476,0.000003884365,0.00003471902,0.0001606926,0.00003466314],"category_scores_gemma":[0.00003238336,0.0001592689,0.0003723689,0.0001550361,0.0000195191,0.00001525784,0.000009839789,0.00005678123,0.0000634241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000242575,"about_ca_system_score_gemma":0.0002709675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007341051,"about_ca_topic_score_gemma":3.587605e-7,"domain_scores_codex":[0.9991993,0.00003844644,0.0002970345,0.0002150251,0.0001175288,0.0001326256],"domain_scores_gemma":[0.9994158,0.00006754472,0.0001458741,0.0002771477,0.00003223958,0.00006138028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002184598,0.0003603298,0.001022551,0.01048597,0.0002659294,0.0001226298,0.00001078388,3.605651e-8,1.425623e-7,0.0000920477,0.00001440399,0.987623],"study_design_scores_gemma":[0.001893914,0.002336106,0.00425728,0.03676824,0.009054012,0.00006907411,0.000002115193,4.585683e-7,0.00006094097,0.0000296716,0.9454625,0.00006572143],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001232008,0.9954024,0.000009115294,0.000006200194,0.0001582208,0.0008753446,0.00004464903,0.0000315404,0.003349359],"genre_scores_gemma":[0.001919883,0.9912464,0.0001436295,0.000002882178,0.00006108329,0.00014429,0.0007103405,0.00001612285,0.00575534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9875573,"threshold_uncertainty_score":0.6494799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04735605992249869,"score_gpt":0.3852412491582149,"score_spread":0.3378851892357162,"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."}}