{"id":"W3208515232","doi":"10.1210/clinem/dgab774","title":"Low-frequency Coding Variants Associated With Body Mass Index Affect the Success of Bariatric Surgery","year":2021,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Agence Nationale de la Recherche","keywords":"Body mass index; Obesity; Medicine; Population; Weight loss; Affect (linguistics); Internal medicine; Surgery; Demography; Psychology; Environmental health","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":[0.0004062025,0.0003573222,0.0002557815,0.0005078585,0.0002874564,0.0004043519,0.0002028991,0.0003912523,0.001687352],"category_scores_gemma":[0.001436273,0.00007586344,0.0004431211,0.0006065467,0.0002676096,0.0001128536,0.000162933,0.0002485342,0.0001306627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002301615,"about_ca_system_score_gemma":0.0002555716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116676,"about_ca_topic_score_gemma":0.01450095,"domain_scores_codex":[0.9997378,0.00008436396,0.00002712412,0.00006950148,0.00003848704,0.00004261948],"domain_scores_gemma":[0.9992294,0.0002009452,0.0003657515,0.00004295714,0.00007350687,0.0000873059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002303829,0.00001829114,0.9943379,0.00001961832,0.0002760072,0.0001573981,0.00004229778,0.00009323929,0.002107105,0.00003339933,0.00009054238,0.002593916],"study_design_scores_gemma":[0.000007376556,0.00003584856,0.9991868,0.000006484081,0.00008804799,0.0001863095,0.00002367545,0.0001706471,0.0001231386,0.00002483643,0.0001446764,0.000002111233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984902,0.0005911994,0.0002673609,0.0000720614,0.000008861925,0.000004215824,0.0002394951,0.000005704798,0.0003209225],"genre_scores_gemma":[0.9994993,0.0001074045,0.0001388904,0.00003129879,0.000009597748,0.00000236418,0.0001360526,0.000001638605,0.00007323637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0116676,"threshold_uncertainty_score":0.02319938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179556984365706,"score_gpt":0.3299555515706981,"score_spread":0.2981599817270411,"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."}}