{"id":"W3032920074","doi":"10.1016/j.gie.2020.03.1125","title":"Sa1329 SAFETY AND EFFICACY OF PERORAL ENDOSCOPIC MYOTOMY FOR ACHALASIA: A CANADIAN EXPERIENCE","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Medicine; Achalasia; Myotomy; Subcutaneous emphysema; Perforation; Surgery; Adverse effect; Retrospective cohort study; Pneumoperitoneum; Pneumothorax; Esophagus; Internal medicine; Laparoscopy","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":[0.001195447,0.0004768106,0.001030105,0.0003839261,0.001271162,0.001034208,0.0005333836,0.0006795822,0.001439418],"category_scores_gemma":[0.00202011,0.0002071933,0.0008031604,0.001121788,0.0008556747,0.0003836522,0.0002548244,0.001020376,0.0002639274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01026585,"about_ca_system_score_gemma":0.009221199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4789072,"about_ca_topic_score_gemma":0.5878096,"domain_scores_codex":[0.9992024,0.000112215,0.00004587001,0.00007882239,0.0004213104,0.0001393507],"domain_scores_gemma":[0.9987316,0.0002099153,0.0002196089,0.00004726815,0.0005091225,0.0002824768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05408363,0.00485937,0.4109541,0.002346348,0.002556605,0.009821292,0.004753537,0.003286003,0.04526292,0.002571922,0.01299462,0.4465097],"study_design_scores_gemma":[0.004752193,0.02924538,0.8995287,0.0006894842,0.001859525,0.01146182,0.00230905,0.001900017,0.005606374,0.0003252576,0.0419993,0.0003229065],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721168,0.01661449,0.0002665595,0.001132808,0.00008994125,0.00005972297,0.0003629771,0.00001174628,0.009345033],"genre_scores_gemma":[0.9856498,0.01139817,0.0005105192,0.0004359396,0.00009812452,0.00001406544,0.0003896116,0.00001661277,0.001487124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5210928,"threshold_uncertainty_score":0.9522393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577960601571839,"score_gpt":0.2916720075662624,"score_spread":0.2658924015505441,"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."}}