{"id":"W4404337741","doi":"10.1016/j.cjca.2024.11.007","title":"Diagnostic Value of Combined Light and Electron Microscopic Examination in Endomyocardial Biopsy in Patients With Cardiac Amyloidosis","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Endomyocardial biopsy; Amyloidosis; Cardiac amyloidosis; Biopsy; Cardiology; Radiology; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008544668,0.0005678004,0.0005999269,0.001398493,0.0005798206,0.001104684,0.0005139814,0.001180055,0.001464993],"category_scores_gemma":[0.006139666,0.0002699188,0.0004653543,0.0006330283,0.0003939403,0.000789834,0.0005327914,0.0008607121,0.0003022778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005928851,"about_ca_system_score_gemma":0.0005831854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003845911,"about_ca_topic_score_gemma":0.006205889,"domain_scores_codex":[0.9993541,0.0001565397,0.00007634551,0.00008819788,0.000177204,0.0001476473],"domain_scores_gemma":[0.9970977,0.001005614,0.0005321841,0.0001016215,0.0006668235,0.000596046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000339114,0.00007982669,0.9961367,0.00001256206,0.00003221536,0.0005730265,0.00004268128,0.00005265104,0.0004166559,0.00001339774,0.0001092853,0.002191914],"study_design_scores_gemma":[0.0000189572,0.0002459619,0.995291,0.00003528678,0.0001209704,0.002575405,0.0004043121,0.0006838394,0.000298455,0.00009442168,0.0002183448,0.00001300859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950055,0.001879567,0.0001108159,0.0003555742,0.00004492272,0.00001141876,0.0001230997,0.000007672086,0.002461322],"genre_scores_gemma":[0.999212,0.0003059189,0.0001007279,0.0000738675,0.00007263385,0.000004179004,0.0001068395,0.000001599533,0.0001221166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003845911,"threshold_uncertainty_score":0.007647038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002764195998624916,"score_gpt":0.2069202918880809,"score_spread":0.204156095889456,"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."}}