{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004950261,0.0005745257,0.001098057,0.001486542,0.0001588687,0.0006135111,0.0004336075,0.0006320101,0.004406031],"category_scores_gemma":[0.0007965435,0.0001239867,0.0008335328,0.001098537,0.0002665635,0.0005749303,0.0004171056,0.0008439574,0.0009061235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003251502,"about_ca_system_score_gemma":0.0006467822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009227699,"about_ca_topic_score_gemma":0.001383375,"domain_scores_codex":[0.99975,0.00006494077,0.00004224084,0.00003674424,0.00008427838,0.00002193283],"domain_scores_gemma":[0.9997805,0.0001055527,0.00005562933,0.000005928709,0.0000387476,0.0000136189],"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":[0.0001803365,0.0000532265,0.0003546651,0.06755048,0.0003893924,0.0002768275,0.00005122864,0.0002310982,0.001333227,0.001074548,0.01958164,0.9089233],"study_design_scores_gemma":[0.00012242,0.0003150181,0.006021989,0.04609529,0.001228045,0.006188423,0.0001193323,0.0001673616,0.001240573,0.001371557,0.9370982,0.00003185701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001857732,0.9989177,0.00004644582,0.0001105627,0.000101569,0.0000040745,0.00001085494,0.000003392986,0.000619613],"genre_scores_gemma":[0.002197814,0.9968837,0.0001617827,0.0001888389,0.000156207,0.000005896184,0.00003421752,0.000001325707,0.0003702116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004406031,"threshold_uncertainty_score":0.01473963,"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."}}