{"id":"W3034007443","doi":"10.1016/j.gie.2020.03.1085","title":"Sa1289 OBESITY POST-PER ORAL ENDOSCOPIC MYOTOMY: HOW BIG A PROBLEM IS IT?","year":2020,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Achalasia; Medicine; Myotomy; Endoscopy; Weight gain; Obesity; Surgery; General surgery; Esophagus; Body weight; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005166375,0.0003965825,0.0006776801,0.0006658806,0.0006006432,0.001107668,0.0004495759,0.002176378,0.004295164],"category_scores_gemma":[0.00214817,0.0002106042,0.0006894377,0.0006815792,0.0006090141,0.001596624,0.0005264931,0.002419317,0.001169371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005956545,"about_ca_system_score_gemma":0.0008499002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676096,"about_ca_topic_score_gemma":0.003070872,"domain_scores_codex":[0.9995273,0.00006955447,0.00005521808,0.00006224615,0.0001429516,0.0001427145],"domain_scores_gemma":[0.9990388,0.0002103898,0.0002557419,0.00003016118,0.0001344239,0.0003304639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002695239,0.0005863958,0.4816999,0.0007183736,0.0004317342,0.2202533,0.0005592174,0.0004106397,0.00428702,0.002795338,0.03724062,0.2483222],"study_design_scores_gemma":[0.0001539129,0.00111285,0.5811857,0.002461447,0.0005322992,0.3453815,0.004902484,0.001804673,0.001196231,0.005870491,0.05523403,0.0001643911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7307073,0.0682141,0.002622685,0.1457831,0.005732502,0.0000727105,0.0005941324,0.0001704938,0.046103],"genre_scores_gemma":[0.9515002,0.02259531,0.001900163,0.01030863,0.006234584,0.00002425074,0.0006016837,0.00006207303,0.006773147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004295164,"threshold_uncertainty_score":0.01436877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03604240419082087,"score_gpt":0.2774932571429566,"score_spread":0.2414508529521357,"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."}}