{"id":"W3021835743","doi":"10.1016/j.celrep.2020.107597","title":"Interstitial Cell Remodeling Promotes Aberrant Adipogenesis in Dystrophic Muscles","year":2020,"lang":"en","type":"article","venue":"Cell Reports","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Medical Research Council; Rondoufonds voor Duchenneonderzoek; Fonds Wetenschappelijk Onderzoek; British Heart Foundation","keywords":"Muscular dystrophy; Skeletal muscle; Adipogenesis; Endocrinology; Biology; Cell; Population; Internal medicine; Dystrophy; ITGA7; Fibrosis; Cell biology; Medicine; Adipose tissue; Genetics","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":[0.00009215228,0.0001488252,0.0001590954,0.00002797486,0.00004370055,0.00001001119,0.00009898018,0.000146744,0.00004165416],"category_scores_gemma":[0.00005851426,0.0001481783,0.00009124778,0.00007035527,0.00005317529,0.00000377946,0.00009242519,0.0001015114,0.000008309636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006705081,"about_ca_system_score_gemma":0.0000762625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003872129,"about_ca_topic_score_gemma":0.00002139498,"domain_scores_codex":[0.9988796,0.00004206699,0.0003028873,0.0004730411,0.00007497811,0.0002274814],"domain_scores_gemma":[0.9994966,0.000005760342,0.0001149409,0.0002501657,0.00003184541,0.0001006338],"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":[0.0001064208,0.00007117489,0.001707996,0.00006354177,0.00000775856,0.0001377223,0.0001400388,0.001132114,0.9954527,0.000001508705,0.0004615203,0.000717506],"study_design_scores_gemma":[0.0006488936,0.0004641798,0.002122937,0.00002636927,0.00002992958,0.00004128146,0.0002162832,0.001357873,0.9879631,0.0002285215,0.00647894,0.0004216768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944051,0.001068503,0.0006899105,0.0001737365,0.0001469705,0.0001601138,0.000002233548,0.00001769944,0.003335732],"genre_scores_gemma":[0.9988199,0.0001017328,0.0003217222,0.0003898337,0.0001626349,0.00001383116,0.00007245185,0.00002126892,0.00009663948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007489583,"threshold_uncertainty_score":0.6042536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279986903237438,"score_gpt":0.2173613734339044,"score_spread":0.2045615044015301,"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."}}