{"id":"W2145233523","doi":"10.1016/j.carpath.2014.05.004","title":"Evaluation of a porcine model of early aortic valve sclerosis","year":2014,"lang":"en","type":"article","venue":"Cardiovascular Pathology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; University of Toronto","funders":"","keywords":"Calcification; Medicine; Aortic valve; Myofibroblast; Pathology; Internal medicine; Fibrosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00201924,0.0008498029,0.0005800511,0.0007865326,0.0005790251,0.001065721,0.0008028261,0.001436632,0.002327889],"category_scores_gemma":[0.0008119406,0.0002763715,0.0007768069,0.0003150828,0.001054414,0.0009911517,0.0004080548,0.001812209,0.000518533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003758425,"about_ca_system_score_gemma":0.0005644904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005142108,"about_ca_topic_score_gemma":0.0007636943,"domain_scores_codex":[0.9992866,0.0002359396,0.00005794931,0.0001338701,0.0001582471,0.0001274912],"domain_scores_gemma":[0.9986003,0.0004966852,0.0002085867,0.0002621674,0.0001497249,0.0002825817],"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":[0.003496263,0.003665952,0.001048918,0.0003198927,0.00005412283,0.001320387,0.0001895283,0.0009243008,0.9837087,0.0008781229,0.0002192259,0.004174689],"study_design_scores_gemma":[0.0008503591,0.08465351,0.009667274,0.0001661617,0.00039723,0.003709281,0.0006133962,0.005301312,0.8842961,0.0006227952,0.009652759,0.00006983951],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798196,0.00162385,0.01248523,0.0003712589,0.0004503412,0.0005210667,0.0005137046,0.0001133011,0.004101607],"genre_scores_gemma":[0.9801946,0.001616346,0.01162916,0.0003180937,0.00008547068,0.0004989629,0.001015049,0.00004430867,0.004598089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002327889,"threshold_uncertainty_score":0.01067889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05053886037797424,"score_gpt":0.3163823222488247,"score_spread":0.2658434618708505,"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."}}