{"id":"W4391752990","doi":"10.3390/cells13040327","title":"Defining Transcriptomic Heterogeneity between Left and Right Ventricle-Derived Cardiac Fibroblasts","year":2024,"lang":"en","type":"article","venue":"Cells","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Toronto General Hospital; University Health Network; Ted Rogers Centre for Heart Research; University of Toronto","funders":"Hospital for Sick Children; Tampa Bay Estuary Program","keywords":"Ventricle; Fibrosis; Transcriptome; Cardiac fibrosis; Pressure overload; Internal medicine; Cardiology; Myofibroblast; Heart failure; Transdifferentiation; Medicine; Biology; Stem cell; Gene expression; Gene; Cell biology; Genetics","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":[0.0001745538,0.0001668034,0.000400587,0.00009739639,0.00007796516,0.00007314162,0.00003962884,0.0001185438,0.00006448947],"category_scores_gemma":[0.000005530006,0.0001369059,0.0002994679,0.0001000699,0.00005323729,0.00006951277,0.00003204112,0.0002053286,0.0001050211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004892677,"about_ca_system_score_gemma":0.00005204932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001657256,"about_ca_topic_score_gemma":0.000001152988,"domain_scores_codex":[0.9989394,0.0000373104,0.0002241614,0.0003581324,0.000170466,0.0002705322],"domain_scores_gemma":[0.9995086,0.0000827594,0.00001950101,0.0001890489,0.00002389277,0.0001762281],"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":[0.00003333794,0.00001678419,0.01113464,0.0006140846,0.0003236781,0.00003522877,0.0006335674,0.00005420365,0.9763377,0.00005798844,0.001760937,0.0089979],"study_design_scores_gemma":[0.0007748622,0.0001569098,0.04912123,0.000872559,0.0007611112,0.00005690106,0.00006317265,0.002070811,0.9072138,0.00007807054,0.03846284,0.0003677218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804854,0.01692917,0.0004080579,0.0001850336,0.0006440263,0.0002089974,0.00006242296,0.000134542,0.0009423467],"genre_scores_gemma":[0.9982362,0.0005022347,0.0005857092,0.00005247831,0.000337079,0.000002442376,0.0000337499,0.00004027814,0.0002097876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06912385,"threshold_uncertainty_score":0.5582862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105599913190937,"score_gpt":0.2519858652726104,"score_spread":0.240929866140701,"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."}}