{"id":"W3024270400","doi":"10.1055/s-0040-1704833","title":"SAFETY AND EFFICACY OF PERORAL ENDOSCOPIC MYOTOMY FOR ACHALASIA: A CANADIAN EXPERIENCE","year":2020,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Medicine; Achalasia; Myotomy; Adverse effect; Retrospective cohort study; Surgery; General surgery; Esophagus; Internal medicine","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":[0.001151357,0.0004635288,0.0006626649,0.001094131,0.001486982,0.001049379,0.0006751206,0.0005974185,0.001502404],"category_scores_gemma":[0.004473614,0.0003554922,0.0006938414,0.00261268,0.000924964,0.000355223,0.000530282,0.0005988428,0.0002183722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01111822,"about_ca_system_score_gemma":0.01152262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.703754,"about_ca_topic_score_gemma":0.7093312,"domain_scores_codex":[0.998604,0.0001440014,0.0001360651,0.0001940243,0.0006506596,0.0002712044],"domain_scores_gemma":[0.9955889,0.0005402465,0.001875661,0.0001733292,0.001228705,0.0005930766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001066732,0.0001489169,0.9859241,0.00015698,0.0001854608,0.0004996341,0.0004528821,0.0001486353,0.0004359944,0.0001095536,0.0006099319,0.01026108],"study_design_scores_gemma":[0.0000934032,0.0006168681,0.9965885,0.0000707407,0.0001136223,0.0008971707,0.0004532803,0.0001769723,0.0001302086,0.00002120204,0.0008042577,0.00003374279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948808,0.001860106,0.0001094095,0.0001651608,0.00001061949,0.00005900248,0.0008597588,0.000004792961,0.002050384],"genre_scores_gemma":[0.9970661,0.001555203,0.0002197365,0.000126129,0.00002735545,0.00002460358,0.0006749478,0.000006678103,0.0002992512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.296246,"threshold_uncertainty_score":0.5959812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116202599755054,"score_gpt":0.2866504606215519,"score_spread":0.2654884346240014,"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."}}