{"id":"W4415262857","doi":"10.1161/hyp.82.suppl_1.th152","title":"Abstract TH152: Molecular Pathways of Cardiac Fibrosis in Hypertension: A Systematic Review of Mechanisms and Therapeutic Implications","year":2025,"lang":"en","type":"article","venue":"Hypertension","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fibrosis; Myocardial fibrosis; Observational study; Blood pressure; Cardiac fibrosis; Heart failure; Angiotensin II; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01465323,0.001517383,0.008314127,0.01215544,0.0005962219,0.0024117,0.002065141,0.001662757,0.006710652],"category_scores_gemma":[0.03663064,0.0008516756,0.00963302,0.01187891,0.0009862422,0.002395182,0.00191599,0.001075527,0.0004555768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003113654,"about_ca_system_score_gemma":0.01227245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005295029,"about_ca_topic_score_gemma":0.01251197,"domain_scores_codex":[0.9901422,0.003607301,0.003915787,0.0007815487,0.001302115,0.0002510461],"domain_scores_gemma":[0.9606247,0.02610279,0.008754702,0.0007546773,0.00331957,0.0004435685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002190969,0.000009405486,0.001259923,0.9656308,0.009940812,0.00006166159,0.00007851098,0.0001061982,0.0001435032,0.0002224146,0.001724056,0.02060344],"study_design_scores_gemma":[0.0003173373,0.0001801232,0.009097368,0.8796786,0.09042083,0.0003378758,0.0001576047,0.0001341177,0.0001766432,0.0007521376,0.01870355,0.00004386589],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008005677,0.9968617,0.0002524939,0.0004957067,0.0001294174,0.0003370538,0.0009441336,0.00001131189,0.0001675785],"genre_scores_gemma":[0.01765507,0.9776628,0.001209919,0.00101064,0.0001716835,0.001118683,0.0009378376,0.00001002708,0.0002232043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01465323,"threshold_uncertainty_score":0.07749462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02773876720806786,"score_gpt":0.2617305446185446,"score_spread":0.2339917774104767,"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."}}