{"id":"W2909126167","doi":"10.1007/s11695-018-03671-w","title":"The Safety and Efficacy of Procedureless Gastric Balloon: a Study Examining the Effect of Elipse Intragastric Balloon Safety, Short and Medium Term Effects on Weight Loss with 1-Year Follow-Up Post-removal","year":2019,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Weight loss; Balloon; Nausea; Vomiting; Surgery; Prospective cohort study; Anesthesia; 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":[],"consensus_categories":[],"category_scores_codex":[0.003322488,0.0004376569,0.001359435,0.0002731087,0.0002384666,0.00003154343,0.0001922669,0.0001523359,0.00002175698],"category_scores_gemma":[0.001156985,0.0002211155,0.0001937334,0.0007546875,0.0002214482,0.0001066283,0.0001620338,0.0004730446,0.00000459127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005201999,"about_ca_system_score_gemma":0.000204493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003026294,"about_ca_topic_score_gemma":0.0000193765,"domain_scores_codex":[0.9967985,0.0006730033,0.0006817822,0.0005452479,0.0008006635,0.0005008451],"domain_scores_gemma":[0.9844272,0.01430659,0.0002965785,0.0006588156,0.0001400869,0.0001707927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01289343,0.0002936659,0.9628192,0.0006953796,0.0004952891,0.0001811184,0.0003594284,0.000002463987,0.0004925034,0.00001325038,0.00008211059,0.02167217],"study_design_scores_gemma":[0.005044844,0.00282793,0.9878585,0.0005441983,0.0007291842,0.0003354408,0.0002084043,0.00001304314,0.002139927,0.000001162775,0.00008319388,0.0002141538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961044,0.0006982596,0.000009483932,0.0003204938,0.0005580315,0.002113409,0.000008615831,0.00004132483,0.000146024],"genre_scores_gemma":[0.9991446,0.0003525655,0.00001587423,0.00009797977,0.0001635471,0.00002039778,0.00001458605,0.00004365087,0.0001467829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02503933,"threshold_uncertainty_score":0.9016829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006514039881419563,"score_gpt":0.2183491905156219,"score_spread":0.2118351506342023,"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."}}