{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004217458,0.0001247454,0.0002815516,0.00005763604,0.00006372017,0.000008796524,0.00007911769,0.00005722997,0.0001962717],"category_scores_gemma":[0.0002023708,0.0001112214,0.0000630619,0.0001318454,0.000102583,0.00005025308,0.00001923673,0.00009520132,0.000006457003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002627694,"about_ca_system_score_gemma":0.000229539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003369258,"about_ca_topic_score_gemma":0.00128408,"domain_scores_codex":[0.9991512,0.0000140842,0.0001967649,0.000246983,0.0001164107,0.0002745109],"domain_scores_gemma":[0.9993191,0.00006051207,0.00003776047,0.0001412679,0.00004558426,0.0003957445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002041175,0.0002840653,0.9046224,0.0009970812,0.0002653073,0.00007921219,0.03899845,0.000008564688,0.0324071,0.001837059,0.005065511,0.01339404],"study_design_scores_gemma":[0.02565751,0.003751301,0.7416056,0.0002833549,0.00032954,0.000007419066,0.01060411,0.0009823395,0.06996709,0.00009487168,0.1462092,0.0005075576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902364,0.0005323375,0.0003252678,0.005425584,0.0001016061,0.0009282595,0.00004388149,0.00003676578,0.002369917],"genre_scores_gemma":[0.9964352,0.000062747,0.00208248,0.001168771,0.00008834158,0.00003954412,0.00002630391,0.00001734417,0.00007930851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1630168,"threshold_uncertainty_score":0.5093333,"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."}}