{"id":"W4412080669","doi":"10.1007/s00464-025-11895-y","title":"Long-term outcomes after per-oral endoscopic myotomy versus laparoscopic Heller myotomy in the treatment of achalasia: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Surgical Endoscopy","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Achalasia; Myotomy; Meta-analysis; Medicine; Term (time); Surgery; General surgery; Esophagus; 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":[0.004598729,0.001936935,0.01620435,0.002646846,0.0005309519,0.002441924,0.001599316,0.002046358,0.002956724],"category_scores_gemma":[0.01079893,0.0009238916,0.02448195,0.003936617,0.0006081356,0.001432262,0.001196048,0.002157325,0.0002374844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328384,"about_ca_system_score_gemma":0.001623288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004569802,"about_ca_topic_score_gemma":0.01365761,"domain_scores_codex":[0.9970589,0.001005112,0.0009917475,0.0004195067,0.0003700723,0.0001546577],"domain_scores_gemma":[0.9933777,0.004769003,0.001197594,0.0001468341,0.0003808419,0.0001280263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006621966,0.0000834921,0.004641118,0.3956024,0.5685356,0.000158753,0.0001066271,0.000412551,0.0003952493,0.0001018945,0.0006803944,0.02266001],"study_design_scores_gemma":[0.001216918,0.0003744843,0.00607812,0.01724686,0.973101,0.0001054342,0.00007340847,0.000118518,0.0001123253,0.0001330119,0.001406041,0.00003390829],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005276768,0.994066,0.0001415658,0.00007067655,0.00009001266,0.00004753677,0.0001876982,0.000006715497,0.0001130051],"genre_scores_gemma":[0.1119486,0.8858225,0.0006198027,0.0005506877,0.0002381732,0.0001689333,0.0004227793,0.0000113677,0.0002170972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01620435,"threshold_uncertainty_score":0.02432066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07736857509675579,"score_gpt":0.4038892825521745,"score_spread":0.3265207074554187,"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."}}