{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000206249,0.0003482475,0.0003395623,0.0002534295,0.000177776,0.000605035,0.0001579567,0.0002453458,0.0008671849],"category_scores_gemma":[0.0001628028,0.0001641808,0.0003453926,0.0001957992,0.0002857546,0.0001454725,0.0004514511,0.0004521286,0.0004027626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002238848,"about_ca_system_score_gemma":0.000266985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004726739,"about_ca_topic_score_gemma":0.001105934,"domain_scores_codex":[0.9998019,0.00003860546,0.00001560226,0.000042322,0.00007194121,0.00002957249],"domain_scores_gemma":[0.9997818,0.00005845003,0.0000624274,0.00003492322,0.00002721541,0.00003521156],"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":[0.00002348912,0.000008240951,0.0002536697,0.00001538258,0.00000433067,0.00003621657,0.00001022561,0.0003154517,0.9983405,0.00006185212,0.00004240838,0.0008882505],"study_design_scores_gemma":[0.000004528947,0.00009771145,0.00538721,0.000007974988,0.00001933651,0.0001739589,0.00003804697,0.002370127,0.989574,0.000111292,0.002206255,0.000009608201],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204651,0.001347195,0.07243641,0.0002230741,0.0001496315,0.00006485445,0.001959421,0.0006659806,0.00268833],"genre_scores_gemma":[0.9688219,0.0008456006,0.02742189,0.0001541191,0.0000201668,0.00008474536,0.001168594,0.00008548346,0.001397444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008671849,"threshold_uncertainty_score":0.002901018,"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."}}