{"id":"W4402137632","doi":"10.1093/dote/doae057.139","title":"381. MULTICENTER PAN-CANADIAN EXPERIENCE OF PER ORAL ENDOSCOPIC MYOTOMY (POEM) FOR THE TREATMENT OF ACHALASIA: A RETROSPECTIVE STUDY","year":2024,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Surrey Memorial Hospital; Hôpital du Sacré-Cœur de Montréal; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Achalasia; Medicine; Myotomy; Multicenter study; Retrospective cohort study; General surgery; Esophagus; Surgery; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008827636,0.0006441615,0.0006332389,0.001889719,0.002573711,0.001165654,0.0009396332,0.0005338236,0.003097196],"category_scores_gemma":[0.00250646,0.0005682741,0.0007770424,0.004417674,0.0008662966,0.0005322323,0.0009526409,0.0005855304,0.0004661057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009517211,"about_ca_system_score_gemma":0.01387553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7598547,"about_ca_topic_score_gemma":0.8062961,"domain_scores_codex":[0.9983164,0.0001123045,0.0001660098,0.0003180604,0.0006115037,0.0004757945],"domain_scores_gemma":[0.9969931,0.0001791646,0.001207094,0.0001456495,0.0008090713,0.0006660677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001192693,0.00006853003,0.9937683,0.00009897003,0.0000640649,0.0008300683,0.0005198474,0.00004303466,0.0002055804,0.00006341637,0.0005601462,0.003658748],"study_design_scores_gemma":[0.00001824663,0.0002083192,0.9938177,0.00008231089,0.00007377175,0.00229324,0.001641684,0.000134289,0.0001096443,0.00002276037,0.001569446,0.00002866136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994301,0.001348948,0.0001298275,0.000174853,0.0000152135,0.0001123073,0.001473293,0.000008302257,0.00243638],"genre_scores_gemma":[0.9977267,0.0008566543,0.0001691263,0.00015602,0.00002224183,0.00003488057,0.0007066552,0.000007033053,0.0003206015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2401453,"threshold_uncertainty_score":0.4831191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851382059433106,"score_gpt":0.3178352357002073,"score_spread":0.2993214151058763,"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."}}