{"id":"W4303628044","doi":"10.3390/diseases10040080","title":"Tricking the Brain with Leptin to Limit Post Liposuction and Post Bariatric Surgery Weight Regain?","year":2022,"lang":"en","type":"article","venue":"Diseases","topic":"Dietary Effects on Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Liposuction; Leptin; Medicine; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003988686,0.000151712,0.000264186,0.0002686843,0.0004139535,0.00003537688,0.00007968015,0.00002012994,0.0001967392],"category_scores_gemma":[0.0006817165,0.0001018229,0.00008470099,0.0006928426,0.00004032491,0.0000913876,0.00009146288,0.0001829114,0.00001545667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021028,"about_ca_system_score_gemma":0.0003227284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003256392,"about_ca_topic_score_gemma":0.00002342528,"domain_scores_codex":[0.9985048,0.0002701341,0.0001968644,0.0003256212,0.0004145389,0.0002880907],"domain_scores_gemma":[0.9981175,0.00106039,0.00008225891,0.0003374269,0.00008712553,0.0003153026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01081933,0.00142131,0.7262748,0.0008659466,0.0003436518,0.0009208123,0.001662968,0.0002101378,0.001180341,0.0004617525,0.09959499,0.156244],"study_design_scores_gemma":[0.0007894547,0.001606979,0.9769813,0.00007432567,0.0002906588,0.0001832707,0.0007769869,0.0001227043,0.00002610298,0.00001832112,0.01894475,0.0001851567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564517,0.002274,0.0000146956,0.03977232,0.0002366455,0.0008526158,0.00008555853,0.0001068206,0.000205689],"genre_scores_gemma":[0.9861243,0.00005496896,0.00005266053,0.01262205,0.0003336937,0.0001304304,0.0001435856,0.00003558872,0.0005026597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2507065,"threshold_uncertainty_score":0.4152216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042376698940983,"score_gpt":0.2441121447611862,"score_spread":0.2336883777717763,"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."}}