{"id":"W2103286402","doi":"10.1016/s1054-8807(01)00058-8","title":"Enhanced detection of cardiac myocyte damage by polarized light microscopy","year":2001,"lang":"en","type":"article","venue":"Cardiovascular Pathology","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Robarts Clinical Trials","funders":"Heart and Stroke Foundation of Canada","keywords":"Trichrome stain; Trichrome; Myocyte; Cardiac myocyte; Cardiac muscle; Pathology; Myofibril; Masson's trichrome stain; Lesion; Polarized light microscopy; Medicine; Stain; Microscopy; Myocarditis; H&E stain; Staining; Anatomy; Cardiology; Internal medicine; Immunohistochemistry; Optics","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":[0.0006454721,0.0001689897,0.0008008184,0.0002127419,0.0001171833,0.000008477034,0.00009652555,0.0003220102,0.00005153353],"category_scores_gemma":[0.0001530799,0.0001556046,0.0009195405,0.0004215603,0.0002406085,0.00007423083,0.00007078535,0.0004007706,0.00009521629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007567808,"about_ca_system_score_gemma":0.00005588439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007238514,"about_ca_topic_score_gemma":0.00000166534,"domain_scores_codex":[0.9983526,0.0004015041,0.0002846202,0.00037578,0.0002034048,0.00038206],"domain_scores_gemma":[0.9987451,0.00002639579,0.00005744927,0.0008512015,0.0002360187,0.00008387622],"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":[0.0002029449,0.0001001425,0.0008165305,0.00002711923,0.0008647826,0.00007759521,0.00006254428,0.000001373993,0.9766902,0.000006896085,0.00009300571,0.02105689],"study_design_scores_gemma":[0.001536234,0.0005957282,0.01238619,0.00002182451,0.0003840733,0.0004098172,0.00006801288,0.000007919321,0.9319344,0.00001442643,0.0525098,0.000131531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428182,0.03203678,0.02167242,0.0001103299,0.0004728145,0.0004345344,0.00001206339,0.00006950596,0.002373346],"genre_scores_gemma":[0.9938762,0.004726246,0.0002660723,0.00006097001,0.0001143372,0.0000602589,0.00003211391,0.00003107176,0.0008327335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05241679,"threshold_uncertainty_score":0.6345371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00982751020273873,"score_gpt":0.2699992243248797,"score_spread":0.260171714122141,"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."}}