{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006760758,0.0002393886,0.000446554,0.00008790054,0.00009723073,0.00001494745,0.0001050552,0.00003553044,0.0001038247],"category_scores_gemma":[0.000756193,0.0002111043,0.0001065749,0.0001505597,0.0001631586,0.00007338751,0.00003791685,0.0001496717,0.0000150857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008517631,"about_ca_system_score_gemma":0.0002922169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001365893,"about_ca_topic_score_gemma":0.0002118479,"domain_scores_codex":[0.9985577,0.00002844204,0.0003333568,0.0003898425,0.0001876553,0.0005030074],"domain_scores_gemma":[0.9985849,0.000169543,0.00009839944,0.0001852908,0.0001034678,0.0008584167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001199732,0.0001281739,0.9857675,0.000208742,0.00005255478,0.0005084622,0.0008505715,0.000006226189,0.009075003,0.0002489386,0.0001139081,0.001840134],"study_design_scores_gemma":[0.01270821,0.006692079,0.9720224,0.0004161026,0.0002118324,0.0004300066,0.0003913563,0.0005477124,0.005781822,0.00002577355,0.0006530988,0.0001196341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924477,0.00009279105,0.004048028,0.001186176,0.00004909165,0.0009976943,0.0001135422,0.0000565599,0.001008377],"genre_scores_gemma":[0.9221696,0.000005939766,0.0771555,0.0003683444,0.00009341157,0.0000442037,0.0000465187,0.00002734821,0.00008915662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07310747,"threshold_uncertainty_score":0.8608583,"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."}}