{"id":"W3200891106","doi":"10.1055/a-1520-0016","title":"Changes in weight following peroral endoscopic myotomy: results from a North American center","year":2021,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Underweight; Medicine; Achalasia; Body mass index; Obesity; Weight loss; Myotomy; Overweight; Weight gain; Surgery; Pediatrics; Body weight; Internal medicine; Esophagus","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":[0.00007150741,0.0001881892,0.0003774856,0.0001233929,0.00004115179,0.0001047543,0.0003294205,0.00002940094,0.0005501065],"category_scores_gemma":[0.0001646517,0.0001661762,0.00009918081,0.0002335348,0.00003185307,0.0001956328,0.0002862694,0.000186986,0.0001588375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002392157,"about_ca_system_score_gemma":0.0001387408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062048,"about_ca_topic_score_gemma":0.004145751,"domain_scores_codex":[0.9984895,0.00006197082,0.0003039437,0.0004830759,0.0003828344,0.0002786542],"domain_scores_gemma":[0.9992865,0.00009118101,0.0001148783,0.0002924273,0.00007348799,0.0001415258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003155195,0.0003444079,0.9907088,0.000002647187,0.0003062242,0.004005538,0.000277423,0.000001501549,0.0002361696,0.00002304905,0.0003435279,0.003435198],"study_design_scores_gemma":[0.009147823,0.0001788247,0.9755256,0.0001321028,0.000044036,0.00000415514,0.00006445412,0.00004643236,0.009005326,0.00002842242,0.005752586,0.00007023481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984849,0.00003650313,0.00001083012,0.002780877,0.0007226075,0.0003585312,0.000361205,0.00002510853,0.01085533],"genre_scores_gemma":[0.9875298,0.00005098385,0.005872783,0.001293394,0.0002308064,0.0000861267,0.00178095,0.00002521813,0.003129951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518319,"threshold_uncertainty_score":0.677647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376908920823022,"score_gpt":0.3325930789299131,"score_spread":0.3088239897216828,"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."}}