{"id":"W4387338210","doi":"10.1016/j.cjca.2023.06.119","title":"ECHOCARDIOGRAPHIC PREDICTORS OF TRANSTHYRETIN CARDIAC AMYLOIDOSIS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Transthyretin; Cardiac amyloidosis; Amyloidosis; Scintigraphy; Internal medicine; Cardiology; Technetium; Radiology; Nuclear 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":[0.0005091301,0.000388062,0.0004979558,0.0007409984,0.0004864506,0.0009474096,0.0003797301,0.0009014429,0.00222824],"category_scores_gemma":[0.004456991,0.0002367984,0.0004283284,0.0009413532,0.0003869466,0.0005020431,0.0003813041,0.001669943,0.0002644932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000491526,"about_ca_system_score_gemma":0.0007508136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006867217,"about_ca_topic_score_gemma":0.007008459,"domain_scores_codex":[0.9995516,0.00008008568,0.0000539052,0.00006897657,0.0001234619,0.0001220423],"domain_scores_gemma":[0.9964329,0.001025438,0.0009594542,0.0001568425,0.0004994642,0.0009258789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001623852,0.0000647878,0.9977718,0.000007509323,0.00003068964,0.0003022054,0.00002870906,0.00005419732,0.0001757625,0.00002552528,0.0001180306,0.001258487],"study_design_scores_gemma":[0.000009152091,0.00007731786,0.998145,0.00001304802,0.00004342644,0.00105208,0.0001355351,0.0002433797,0.00005943377,0.00008427865,0.0001297559,0.000007718006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954224,0.001241127,0.0001005543,0.0003183274,0.00003250852,0.000007309533,0.0003344524,0.000007471165,0.002535804],"genre_scores_gemma":[0.9991618,0.0002893656,0.00004795713,0.00003981257,0.00007944246,0.000003894686,0.0002256331,0.000001975226,0.0001500394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006867217,"threshold_uncertainty_score":0.01365453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009016789805320223,"score_gpt":0.225030195785059,"score_spread":0.2160134059797388,"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."}}