{"id":"W2799675778","doi":"10.1007/s00464-018-6186-0","title":"Totally endoscopic implant to effect a gastric bypass: 12-month safety and efficacy outcomes","year":2018,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Université Laval","funders":"","keywords":"Medicine; Weight loss; Abdominal surgery; Adverse effect; Surgery; Endoscopy; Cuff; Esophagus; Gastric bypass; Implant; Prospective cohort study; Hepatology; Internal medicine; Obesity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006101404,0.0004271514,0.00112355,0.0002714733,0.0002002825,0.00005009503,0.0001508282,0.0001847903,0.000716236],"category_scores_gemma":[0.000713729,0.0002928466,0.0002600805,0.0004786754,0.0001576731,0.00009247218,0.0001641824,0.0003259188,0.0003652662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008827806,"about_ca_system_score_gemma":0.0001100614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001144709,"about_ca_topic_score_gemma":0.00001865226,"domain_scores_codex":[0.9973401,0.0001963274,0.0005728595,0.0006375225,0.0004725745,0.0007805892],"domain_scores_gemma":[0.996476,0.0021082,0.00009503704,0.0005098923,0.00006740545,0.0007434793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0178539,0.0006190073,0.9188719,0.0002372742,0.0006927083,0.002682909,0.0005189411,0.000003521647,0.001334165,0.00181428,0.005421844,0.04994954],"study_design_scores_gemma":[0.03709254,0.005737964,0.8071709,0.000228327,0.0004400177,0.001208399,0.00003449191,0.00004437751,0.004259132,0.00004326147,0.1431684,0.0005722453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825004,0.0003080837,0.0001217091,0.001911895,0.001116731,0.0009674639,0.00003084962,0.0002333013,0.01280961],"genre_scores_gemma":[0.9949394,0.0001025717,0.0009825614,0.001152337,0.0006259669,0.00003837518,0.000029153,0.00004622548,0.002083357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1377465,"threshold_uncertainty_score":0.9999524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107385108277199,"score_gpt":0.2861524062608956,"score_spread":0.2750785551781236,"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."}}