{"id":"W2132250523","doi":"10.1186/1755-1536-5-15","title":"Cardiac fibroblasts, fibrosis and extracellular matrix remodeling in heart disease","year":2012,"lang":"en","type":"article","venue":"Fibrogenesis & Tissue Repair","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":809,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; Heart and Stroke Foundation of Canada","keywords":"Extracellular matrix; Matrix metalloproteinase; Fibrosis; Myofibroblast; Cell biology; Medicine; Fibroblast; Pathology; Cardiac fibrosis; Homeostasis; Myocardial fibrosis; Context (archaeology); Population; Cancer research; Immunology; Biology; Internal medicine; In vitro; Biochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000690243,0.0004150328,0.0008616056,0.0002829851,0.0001565344,0.00004433723,0.00007487505,0.0002446949,0.00007185388],"category_scores_gemma":[0.00009937107,0.0003935636,0.0005110221,0.0003828306,0.00007810174,0.0003211958,0.0001567126,0.0002257816,0.00009080751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480702,"about_ca_system_score_gemma":0.0001156435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001818116,"about_ca_topic_score_gemma":0.000002081479,"domain_scores_codex":[0.9971598,0.0001521219,0.0006537422,0.0006561377,0.000501138,0.0008770502],"domain_scores_gemma":[0.9981131,0.0001092537,0.00009310388,0.0007422703,0.00008399037,0.0008582695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005482927,0.00025282,0.5478514,0.00129787,0.0001313362,0.0000253631,0.0004917111,0.0009467601,0.4414283,0.000297424,0.003181972,0.003546746],"study_design_scores_gemma":[0.001990814,0.0003289769,0.7244734,0.00222228,0.001098199,0.0002621799,0.0004358909,0.01305609,0.02664564,0.00009347394,0.2278559,0.001537234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8455151,0.1524162,0.0001525355,0.0005396805,0.0002728412,0.0006696219,0.00004192109,0.0002979076,0.00009411322],"genre_scores_gemma":[0.9785954,0.0009204938,0.01783583,0.00007010653,0.0008007366,0.00004880853,0.000072193,0.0001195538,0.001536914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4147826,"threshold_uncertainty_score":0.9998516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619241864082527,"score_gpt":0.281250558739874,"score_spread":0.2650581400990487,"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."}}