{"id":"W4403460921","doi":"10.1053/j.gastro.2024.08.038","title":"AGA Clinical Practice Update on Advances in Per-Oral Endoscopic Myotomy (POEM) and Remaining Questions—What We Have Learned in the Past Decade: Expert Review","year":2024,"lang":"en","type":"review","venue":"Gastroenterology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"American Gastroenterological Association","keywords":"Myotomy; Clinical Practice; Medicine; General surgery; Medical physics; Achalasia; Internal medicine; Family medicine; Esophagus","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":[0.001670737,0.0006506363,0.002074196,0.002376512,0.0002231968,0.001614562,0.001077668,0.001591791,0.007818404],"category_scores_gemma":[0.004338106,0.0002722646,0.001326912,0.002090342,0.0003445224,0.001518046,0.0008431001,0.001853528,0.002309581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005261237,"about_ca_system_score_gemma":0.001846937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0011029,"about_ca_topic_score_gemma":0.003570068,"domain_scores_codex":[0.9993935,0.0001487964,0.0001461304,0.00008140925,0.0001879083,0.00004222852],"domain_scores_gemma":[0.9976839,0.001298999,0.0003784024,0.00003011412,0.0005102339,0.00009831447],"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":[0.0002281345,0.00007224495,0.0004227832,0.0534041,0.0003801511,0.0002134206,0.00006990158,0.000256739,0.0007474208,0.00119217,0.1122601,0.8307529],"study_design_scores_gemma":[0.0001750256,0.0001964909,0.0024438,0.04828686,0.001547985,0.001395046,0.000112571,0.0001871879,0.0002818806,0.001662998,0.9436544,0.00005580919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009379607,0.9969176,0.0001385928,0.001405384,0.0006419347,0.000008687199,0.00008822567,0.000012314,0.0006935425],"genre_scores_gemma":[0.0006499522,0.9958473,0.0004158213,0.001811541,0.0008004559,0.00001164883,0.0001130552,0.00000356188,0.0003467333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007818404,"threshold_uncertainty_score":0.02615517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08293495983050801,"score_gpt":0.4779777653948428,"score_spread":0.3950428055643348,"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."}}