{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001621562,0.0001418122,0.0008507511,0.00006480589,0.0001384024,0.00000303423,0.0000381732,0.0002001338,0.0000757555],"category_scores_gemma":[0.000008387942,0.0001158782,0.000320815,0.0001494337,0.001068138,0.0000516397,0.00007136276,0.0002033991,0.000003931118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007633864,"about_ca_system_score_gemma":0.00002207496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003813248,"about_ca_topic_score_gemma":1.516795e-7,"domain_scores_codex":[0.9986885,0.0002262879,0.0004579086,0.0003990332,0.00006439208,0.0001638697],"domain_scores_gemma":[0.9992256,0.0002979364,0.0001513182,0.0001093054,0.00006551749,0.000150287],"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":[0.001214718,0.0005826125,0.01335239,0.00002493346,0.001186375,0.000001414129,0.0001781353,0.000008455012,0.9787691,0.00001398909,0.003672027,0.0009958356],"study_design_scores_gemma":[0.001963709,0.001173345,0.6704025,0.000009172956,0.001214578,0.00002410456,0.0001800516,0.003954622,0.3195413,0.00001117682,0.001354898,0.0001704655],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959248,0.00302645,0.00007730744,0.0002044234,0.0003833726,0.0002009928,0.00005173696,0.0000186486,0.0001122907],"genre_scores_gemma":[0.9966154,0.00178628,0.0007859903,0.0004028287,0.0002081163,0.00001527937,0.0001399141,0.000008294774,0.00003796044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6592278,"threshold_uncertainty_score":0.4725375,"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."}}