{"id":"W4303628120","doi":"10.3390/diseases10040076","title":"In Vitro Mimicking of Obesity-Induced Biochemical Environment to Study Obesity Impacts on Cells and Tissues","year":2022,"lang":"en","type":"article","venue":"Diseases","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Hormone; Obesity; In vitro; Biology; Inflammation; Adipose tissue; In vivo; Bioinformatics; Cell; Computational biology; Cell biology; Immunology; Biotechnology; Endocrinology; Biochemistry","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":[0.0000820115,0.0001108178,0.0002826654,0.0001087233,0.00005303633,0.000003983092,0.00006154459,0.00001819643,0.0001593003],"category_scores_gemma":[0.00003807974,0.000104682,0.0000384384,0.00009745726,0.00001807318,0.00002577656,0.0001458013,0.00009948525,0.00001104222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005010574,"about_ca_system_score_gemma":0.00002356729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001068083,"about_ca_topic_score_gemma":7.014781e-7,"domain_scores_codex":[0.9991009,0.00006823495,0.0001563526,0.0002395782,0.0002692719,0.0001656653],"domain_scores_gemma":[0.9994847,0.0000411978,0.00003936144,0.0002145827,0.000006675931,0.0002135002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007412087,0.005046863,0.07594831,0.00005063523,0.00005614077,0.0002440992,0.002386783,0.00000721312,0.9132664,0.000009673303,0.0004030098,0.001839658],"study_design_scores_gemma":[0.001215769,0.0006414417,0.4351195,0.00001982846,0.0001735361,0.000004040209,0.0009564642,0.000003965576,0.5608299,0.00002444555,0.0009025012,0.0001086465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977974,0.00129572,9.525349e-7,0.0001675655,0.00005381825,0.0005875948,0.00005682901,0.00001228573,0.00002787742],"genre_scores_gemma":[0.9993231,0.00003296685,0.00005532028,0.0004005598,0.00005555125,0.00003296904,0.00001448198,0.00001266475,0.00007239179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3591712,"threshold_uncertainty_score":0.4268807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573460926199217,"score_gpt":0.2774220982976944,"score_spread":0.2616874890357022,"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."}}