{"id":"W2805725972","doi":"10.1016/j.atherosclerosissup.2018.04.244","title":"Impact of Genetics on Weight Loss Following Bariatric Surgery","year":2018,"lang":"en","type":"article","venue":"Atherosclerosis Supplements","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Weight loss; Medicine; Genetics; Biology; Obesity; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004969093,0.0002896295,0.0006606315,0.0002920838,0.0001245258,0.00001692517,0.000146083,0.0001379797,0.002260231],"category_scores_gemma":[0.000137551,0.0002245739,0.0008982301,0.0006184945,0.00007793266,0.00008562874,0.00007179371,0.0001332482,0.0001639417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364056,"about_ca_system_score_gemma":0.0001777285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001623752,"about_ca_topic_score_gemma":0.000005811775,"domain_scores_codex":[0.9978274,0.00008671871,0.0006377159,0.0003726073,0.0005359263,0.0005396484],"domain_scores_gemma":[0.9984639,0.0003982065,0.000214312,0.0006004025,0.0001141152,0.0002091032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001665434,0.0003773564,0.978749,0.00002033811,0.0004590181,0.000009536479,0.0001417911,0.000001044451,0.005009484,0.0000215586,0.01280301,0.00224126],"study_design_scores_gemma":[0.001607021,0.0006909433,0.9792968,0.00009293216,0.0002683281,0.000006393663,0.00001507545,0.00002259289,0.01595394,0.00003692263,0.001793568,0.0002154986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978235,0.0000914683,0.00006429623,0.0001842866,0.0009639754,0.0003035504,0.00006981251,0.00005161322,0.0004475014],"genre_scores_gemma":[0.998121,0.0002174702,0.0004853712,0.0003290842,0.0005111499,0.00001584966,0.00006768844,0.00005593906,0.0001964786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100945,"threshold_uncertainty_score":0.9986519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03789626243980663,"score_gpt":0.3154623452561797,"score_spread":0.2775660828163731,"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."}}