{"id":"W3176557224","doi":"10.1002/advs.202100106","title":"3D Adipose Tissue Culture Links the Organotypic Microenvironment to Improved Adipogenesis","year":2021,"lang":"en","type":"article","venue":"Advanced Science","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for Innovative Medicine; European Research Council; AstraZeneca France; Vetenskapsrådet; Stockholms Läns Landsting; Knut och Alice Wallenbergs Stiftelse; Agence Nationale de la Recherche; Karolinska Institutet; European Commission; Novo Nordisk Fonden; McGill University; Fondation pour la Recherche Médicale; Novo Nordisk; European Federation of Pharmaceutical Industries and Associations","keywords":"Adipogenesis; Adipose tissue; Biology; Adipocyte; Cell biology; Lipid droplet; Transcription factor; Computational biology; Gene; Genetics; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002377983,0.0001868877,0.0002501692,0.00006129228,0.000380061,0.00004110553,0.0003579173,0.00008964285,0.0002496979],"category_scores_gemma":[0.0003280371,0.0001247249,0.00005140835,0.001040355,0.0003224695,0.0001892652,0.0002161254,0.0002908544,0.0003903427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009791632,"about_ca_system_score_gemma":0.0002936092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001039292,"about_ca_topic_score_gemma":0.00001919379,"domain_scores_codex":[0.9982052,0.00002727745,0.0002173776,0.0006161275,0.000417641,0.0005163545],"domain_scores_gemma":[0.9985299,0.00002955238,0.00005996341,0.0008348824,0.000173624,0.0003720718],"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":[0.00002357194,0.00005232555,0.00009865639,0.000009211587,0.00001332737,0.00004382862,0.0008958643,0.00003421109,0.8986022,0.0001418898,0.000209612,0.09987531],"study_design_scores_gemma":[0.0003744428,0.0001138607,0.007082013,0.00003061847,0.00008951291,0.0001143306,0.0002166104,0.00002201099,0.6306735,0.0000415142,0.361109,0.0001326277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454508,0.02677321,0.007512721,0.01279479,0.001417298,0.001571747,0.00002271901,0.0001641159,0.004292579],"genre_scores_gemma":[0.8839087,0.000799052,0.07049143,0.01191761,0.0003524889,0.00006810626,0.0000120789,0.00003933794,0.03241112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3608994,"threshold_uncertainty_score":0.5086133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008754350411003637,"score_gpt":0.2725246018617747,"score_spread":0.263770251450771,"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."}}