{"id":"W3203664141","doi":"10.1113/jp282344","title":"What's up with WAT: attempting to mimic adipose tissue <i>in vitro</i>","year":2021,"lang":"en","type":"letter","venue":"The Journal of Physiology","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; McMaster University; McMaster University Medical Centre","funders":"","keywords":"Adipose tissue; In vitro; White adipose tissue; Cell biology; Chemistry; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001324932,0.0007576925,0.0007160372,0.0006525027,0.0007268207,0.003498038,0.001013252,0.001932049,0.003096045],"category_scores_gemma":[0.001881077,0.0004321809,0.00116708,0.0004737644,0.001837113,0.003298869,0.001511754,0.004451143,0.003176466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007329045,"about_ca_system_score_gemma":0.0007051811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067576,"about_ca_topic_score_gemma":0.001601364,"domain_scores_codex":[0.9992049,0.0002025254,0.00005643262,0.0000955443,0.000344781,0.00009573703],"domain_scores_gemma":[0.9991372,0.0001984313,0.00009626841,0.0001478767,0.0002199994,0.0002002867],"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":[0.0004546887,0.0004483762,0.004246837,0.005848991,0.0002861177,0.00182142,0.002151752,0.001852542,0.5771137,0.0501726,0.1317347,0.2238683],"study_design_scores_gemma":[0.00004912619,0.0006453547,0.00182676,0.001096067,0.0002065865,0.004049358,0.001079414,0.001592365,0.1435542,0.01120607,0.8345656,0.0001290474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.08030352,0.3950547,0.2243554,0.1458671,0.06577253,0.0006388953,0.001970005,0.004040075,0.0819978],"genre_scores_gemma":[0.3005635,0.3231037,0.200009,0.1083563,0.0128258,0.001191612,0.002361641,0.002350751,0.04923791],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003498038,"threshold_uncertainty_score":0.01035732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036259619797104,"score_gpt":0.2803923386177335,"score_spread":0.2600297424197625,"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."}}