{"id":"W2028500214","doi":"10.1111/j.1440-1681.2008.04930.x","title":"QUANTIFICATION OF CARDIAC FIBROSIS BY COLOUR‐SUBTRACTIVE COMPUTER‐ASSISTED IMAGE ANALYSIS","year":2008,"lang":"en","type":"article","venue":"Clinical and Experimental Pharmacology and Physiology","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Nova Scotia Health Research Foundation; Dalhousie Medical Research Foundation; Heart and Stroke Foundation of Canada","keywords":"Cardiac fibrosis; Fibrosis; Myocardial fibrosis; Medicine; Internal medicine; Cardiology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002214842,0.0009861854,0.0006841564,0.003251956,0.0005406407,0.0008313915,0.0008931133,0.0009032493,0.001636961],"category_scores_gemma":[0.001462547,0.0005063369,0.0008308205,0.001465802,0.0008205978,0.0005668846,0.0006036257,0.001287311,0.0009281774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004917434,"about_ca_system_score_gemma":0.0005355648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009888343,"about_ca_topic_score_gemma":0.00206608,"domain_scores_codex":[0.9988049,0.0002153977,0.0000941158,0.0002593056,0.0005448306,0.00008151727],"domain_scores_gemma":[0.9986736,0.0003401192,0.0002373509,0.0001844205,0.0005046575,0.0000599302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001158496,0.00005235692,0.000964431,0.0003541834,0.00004871557,0.00006632612,0.00009708357,0.001037434,0.9663889,0.0006384838,0.0003781406,0.0298579],"study_design_scores_gemma":[0.00003544521,0.0003369513,0.01736075,0.00006329697,0.0001521355,0.0009362995,0.00007535189,0.07270381,0.9005706,0.001017062,0.006613511,0.0001347462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1193578,0.003373258,0.8701363,0.0001833875,0.0001501632,0.0005119495,0.0008106095,0.002972535,0.002504063],"genre_scores_gemma":[0.1636098,0.002265631,0.8301638,0.0001938911,0.00005416194,0.0009525551,0.0008366216,0.0002912855,0.001632058],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003251956,"threshold_uncertainty_score":0.01171339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04416349496844438,"score_gpt":0.3911158219665928,"score_spread":0.3469523269981484,"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."}}