{"id":"W3026450595","doi":"10.1016/j.matbio.2020.05.003","title":"Cardiac fibroblast diversity in health and disease","year":2020,"lang":"en","type":"review","venue":"Matrix Biology","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Stromal cell; Extracellular matrix; Biology; Fibroblast; Stroma; Progenitor cell; Cell biology; Cell type; Phenotype; Myofibroblast; Stem cell; Cell; Fibrosis; Cancer research; Pathology; Immunology; Genetics; Medicine; Cell culture; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008310189,0.001012375,0.001479305,0.002195095,0.0002656851,0.001428478,0.0006659967,0.001431718,0.005044337],"category_scores_gemma":[0.001058778,0.0002844658,0.0003478158,0.001973642,0.0005443289,0.001441847,0.00106827,0.001829452,0.001830887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000588691,"about_ca_system_score_gemma":0.001334725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065574,"about_ca_topic_score_gemma":0.003403377,"domain_scores_codex":[0.9998125,0.0000343557,0.00002817084,0.00002881745,0.00007267181,0.00002346894],"domain_scores_gemma":[0.999579,0.0002070314,0.00005272657,0.00001014357,0.00009276421,0.00005838771],"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":[0.0001030683,0.00003724156,0.0001533538,0.01268699,0.00006798657,0.0001265172,0.00004721506,0.0002777573,0.001103038,0.003521887,0.04154165,0.9403333],"study_design_scores_gemma":[0.00004178491,0.00008949353,0.0007888401,0.006429916,0.0001788754,0.0006780282,0.00007604103,0.0001454377,0.0002374072,0.003609278,0.9877034,0.00002147591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005299247,0.9985126,0.00007939514,0.00033925,0.000306733,0.000002083819,0.00001577786,0.000004836973,0.0006863002],"genre_scores_gemma":[0.0004481024,0.9981646,0.0001160855,0.0002621369,0.0005096011,0.000003881829,0.00002387275,9.827838e-7,0.0004707013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005044337,"threshold_uncertainty_score":0.01687503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05075732629492619,"score_gpt":0.3576739908685508,"score_spread":0.3069166645736246,"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."}}