{"id":"W2921972886","doi":"10.1080/21623945.2019.1583037","title":"Harnessing adipogenesis to prevent obesity","year":2019,"lang":"en","type":"review","venue":"Adipocyte","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé","keywords":"Adipogenesis; Adipocyte; Adipose tissue; White adipose tissue; Biology; Endocrinology; Internal medicine; Cell biology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003104915,0.0006568061,0.003261748,0.0003708211,0.00009182464,0.00003928901,0.0003238938,0.0004798049,0.0005885884],"category_scores_gemma":[0.0001226419,0.0005219803,0.0009242317,0.000547341,0.00003505873,0.00008476379,0.0001957744,0.0004691307,0.009164373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196691,"about_ca_system_score_gemma":0.0007805657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004196531,"about_ca_topic_score_gemma":0.000004438815,"domain_scores_codex":[0.9972863,0.0001483366,0.0007208125,0.0008158928,0.0004148511,0.0006137905],"domain_scores_gemma":[0.9977145,0.00009863808,0.0002909552,0.001231504,0.00009887089,0.000565514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001102471,0.0001511075,0.00000513511,0.01551559,0.0006072059,0.0001067329,0.00005900742,2.553118e-7,0.000009096209,0.00009935397,0.004113899,0.9793216],"study_design_scores_gemma":[0.0002386531,0.0001001226,0.00005895531,0.01726352,0.01103211,0.0003231098,0.000002960265,7.840128e-7,0.00009197802,0.000006785475,0.9703778,0.0005032179],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005347352,0.9919138,0.00007009827,0.00006250411,0.001016461,0.002442352,0.00003668258,0.0001331243,0.004271491],"genre_scores_gemma":[0.00001416236,0.948217,0.0009489155,0.0004993009,0.001012712,0.0001468094,0.0001383832,0.0001675241,0.04885521],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9788184,"threshold_uncertainty_score":0.9997232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07069999511389069,"score_gpt":0.3633906902856908,"score_spread":0.2926906951718001,"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."}}