{"id":"W4283317914","doi":"10.1186/s12967-022-03485-6","title":"Molecular remodeling of adipose tissue is associated with metabolic recovery after weight loss surgery","year":2022,"lang":"en","type":"article","venue":"Journal of Translational Medicine","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"Canadian Institutes of Health Research; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Johnson and Johnson","keywords":"Adipose tissue; Weight loss; Medicine; Bioinformatics; Tissue remodeling; Physiology; Pathology; Obesity; Surgery; Internal medicine; Biology; Inflammation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000191743,0.000205891,0.0002969112,0.000356098,0.0001232888,0.0003679147,0.0001196692,0.0001898638,0.001515998],"category_scores_gemma":[0.0004259627,0.0001143378,0.0003258689,0.0003746188,0.0001821652,0.0001444103,0.0002978636,0.0004448302,0.0002333158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483559,"about_ca_system_score_gemma":0.00012383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004799492,"about_ca_topic_score_gemma":0.0006091839,"domain_scores_codex":[0.9998658,0.00002286476,0.00001070362,0.0000393432,0.00003066007,0.00003060448],"domain_scores_gemma":[0.9996939,0.00004014029,0.0001810974,0.00001781429,0.00002403605,0.00004298235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007756087,0.0003024709,0.4816987,0.0005268079,0.0005632737,0.0006932776,0.0002898605,0.0006004657,0.4497124,0.0001495905,0.0006663198,0.05704074],"study_design_scores_gemma":[0.00001343991,0.0003317424,0.9924105,0.00001688738,0.00007611962,0.0003894507,0.0001227637,0.0003461143,0.0056756,0.00008442759,0.0005253311,0.000007597671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963027,0.002216432,0.0006094883,0.00008524737,0.00001626757,0.000009059036,0.0003542714,0.00002429249,0.0003821393],"genre_scores_gemma":[0.9975898,0.0008182789,0.0002987899,0.00006986543,0.00001807048,0.00001779243,0.0005455768,0.000008108038,0.0006337381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001515998,"threshold_uncertainty_score":0.005071461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740567246759284,"score_gpt":0.2567500489665414,"score_spread":0.2393443764989485,"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."}}