{"id":"W2858795007","doi":"10.1126/sciadv.aar5319","title":"Molecular signatures and functional analysis of beige adipocytes induced from in vivo intra-abdominal adipocytes","year":2018,"lang":"en","type":"article","venue":"Science Advances","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ministry of Science and Technology of the People's Republic of China; National Natural Science Foundation of China","keywords":"In vivo; Adipose tissue; Adipocyte; Adipogenesis; Biology; Internal medicine; Endocrinology; Medicine; Genetics","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":[0.0003072083,0.000132764,0.0003995189,0.0006691883,0.00009281523,0.00001807476,0.0001386555,0.00005919275,0.0003010607],"category_scores_gemma":[0.0003049486,0.0001058515,0.00006176432,0.002038733,0.001084852,0.0004328861,0.00005223832,0.0001229911,0.000004366889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002599468,"about_ca_system_score_gemma":0.0001639735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001924696,"about_ca_topic_score_gemma":0.0001872813,"domain_scores_codex":[0.9985582,0.0000255654,0.0002511462,0.0004285963,0.0004692712,0.000267176],"domain_scores_gemma":[0.9992282,0.000100329,0.0001098431,0.0002314738,0.0001893073,0.0001407793],"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":[0.0001368352,0.00005076537,0.01830814,0.000007818538,0.0001314596,0.00001373782,0.0004735877,0.00004715257,0.9604102,0.0005745227,0.00001257855,0.01983323],"study_design_scores_gemma":[0.0004905518,0.0001892287,0.2030997,0.00004079723,0.0005730367,0.000003172554,0.0002652174,0.0005306236,0.7926304,0.0008540973,0.001208409,0.0001147672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870908,0.01135631,0.0002464563,0.0001336941,0.000179998,0.0001250218,0.00001569852,0.00001479954,0.0008371831],"genre_scores_gemma":[0.9968411,0.00008772562,0.002561163,0.0003181004,0.0001218703,0.000007295629,0.000005479917,0.00000593824,0.00005132846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1847915,"threshold_uncertainty_score":0.4316499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315950496822206,"score_gpt":0.2931592232474455,"score_spread":0.2799997182792234,"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."}}