{"id":"W4291035247","doi":"10.1016/j.semcdb.2022.08.003","title":"Editorial","year":2022,"lang":"en","type":"review","venue":"Seminars in Cell and Developmental Biology","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Computational biology","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":[0.0002291683,0.0002752699,0.001208128,0.0002108125,0.0000596594,0.000004309059,0.00009902367,0.0003985831,0.0008099995],"category_scores_gemma":[0.00004735534,0.0002166521,0.0001049863,0.0001925263,0.00008446784,0.00001525733,0.0002494585,0.0005444295,0.00008466971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395947,"about_ca_system_score_gemma":0.0004979108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001790029,"about_ca_topic_score_gemma":0.000002098526,"domain_scores_codex":[0.9987426,0.00008291125,0.0003974231,0.0004023711,0.00009622349,0.000278477],"domain_scores_gemma":[0.9995155,0.0001740447,0.00009662467,0.0001075347,0.000006843886,0.00009947492],"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":[0.00001724688,0.0000553047,0.00006085581,0.001882699,0.00003266809,0.00005899089,0.000161942,8.842153e-10,0.00001078573,0.00002488436,0.04097443,0.9567202],"study_design_scores_gemma":[0.0004077665,0.0001133887,0.000002588045,0.0009614133,0.0001701985,0.0002967519,0.0001081653,2.184445e-8,0.00000839049,0.00003958307,0.9976692,0.000222544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005347942,0.9640218,2.774007e-7,0.00000602822,0.02335014,0.0004000413,0.00002196366,0.0000185611,0.0121277],"genre_scores_gemma":[0.000001878774,0.9862751,0.0007367633,0.00007187181,0.008364429,0.0001061132,0.0005433487,0.00002661547,0.003873929],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9566948,"threshold_uncertainty_score":0.8868927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994521483270157,"score_gpt":0.3185564349805494,"score_spread":0.2886112201478478,"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."}}