{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001721949,0.0002334715,0.00213363,0.000140161,0.00007151317,0.000006998523,0.00006333466,0.0002204962,0.00001091235],"category_scores_gemma":[0.00009833738,0.0001715837,0.0004874903,0.0001692199,0.00006410797,0.00001163161,0.0004731013,0.0003347187,0.00003110505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259103,"about_ca_system_score_gemma":0.000530245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000127312,"about_ca_topic_score_gemma":0.000001472547,"domain_scores_codex":[0.9986743,0.0002114092,0.0003734656,0.0004239965,0.00006389199,0.0002529493],"domain_scores_gemma":[0.9990422,0.00007578842,0.0001303285,0.0001967914,0.00001355644,0.0005413442],"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":[0.00007492398,0.00002762396,0.003686667,0.04895127,0.0001734098,0.00003024925,0.0001074081,7.543725e-7,0.000001449015,0.0003476544,0.002007751,0.9445909],"study_design_scores_gemma":[0.0002041231,0.0001116138,0.0001675895,0.00625152,0.0002270823,0.00001332965,0.00001322928,0.00001246298,1.106453e-8,0.00002758354,0.9928301,0.0001413842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005078956,0.9981362,0.00001620249,0.0006429926,0.0001868981,0.0006408388,0.0002199685,0.000031296,0.00007478965],"genre_scores_gemma":[0.00008258515,0.9988171,0.0001758417,0.0001731073,0.0002814964,0.000008429444,0.0003427092,0.00002102911,0.00009774308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9908223,"threshold_uncertainty_score":0.6996979,"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."}}