{"id":"W1444947093","doi":"10.1007/978-3-319-17437-2_5","title":"The Stressful Life of Cardiac Myofibroblasts","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Myofibroblast; Extracellular matrix; Fibrosis; Cardiac fibrosis; Medicine; Heart failure; Cardiac function curve; Cardiology; Myocardial fibrosis; Internal medicine; Pathology; Cell biology; 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":[0.0002774865,0.0002599198,0.0008042985,0.00006685826,0.00005469357,0.00001681213,0.00009971341,0.0003351216,0.0001736635],"category_scores_gemma":[0.00005756194,0.0001437386,0.0006980059,0.00001866275,0.0001450902,0.00001900951,0.0001137098,0.0003113725,0.00009575679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005182774,"about_ca_system_score_gemma":0.0003727789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003233806,"about_ca_topic_score_gemma":0.00000442431,"domain_scores_codex":[0.9984913,0.00001171106,0.0004433571,0.0002485305,0.0006113878,0.0001936913],"domain_scores_gemma":[0.9984035,0.0001024492,0.000180973,0.0006514586,0.0004174712,0.0002441608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006368031,0.00004208947,0.000207478,0.0007748372,0.003066267,0.000007142764,0.0002026247,0.0001318439,0.002508278,0.2060938,0.7173138,0.06901504],"study_design_scores_gemma":[0.0003023596,0.0001651603,0.0001572081,0.0006879207,0.0004910163,0.0000069925,0.00006723487,0.00008707536,0.0002110227,0.001340379,0.9962674,0.0002161949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002045101,0.01858626,0.00001509478,0.0004111902,0.0006208575,0.0003711999,0.00006095956,0.00004438715,0.9796855],"genre_scores_gemma":[0.0126771,0.003831043,0.0002717699,0.00008554609,0.00110754,0.000003689005,0.00005848539,0.00009495323,0.9818699],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2789536,"threshold_uncertainty_score":0.586149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299914599438961,"score_gpt":0.2652943301200947,"score_spread":0.2322951841257051,"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."}}