{"id":"W4387934408","doi":"10.1016/j.jcjd.2023.10.116","title":"ECHOCARDIOGRAPHIC PREDICTORS OF TRANSTHYRETIN CARDIAC AMYLOIDOSIS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transthyretin; Medicine; Cardiac amyloidosis; Amyloidosis; Scintigraphy; Cardiology; Internal medicine; 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":[0.0004890588,0.000384461,0.0004566457,0.0007211782,0.0004639523,0.0009008122,0.0003777467,0.00079751,0.002232246],"category_scores_gemma":[0.003615377,0.0002418027,0.000444092,0.0009947915,0.0003428647,0.0004788525,0.0003705439,0.001596036,0.0002483333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005219685,"about_ca_system_score_gemma":0.0007500963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009646942,"about_ca_topic_score_gemma":0.009557995,"domain_scores_codex":[0.9995891,0.00007555511,0.00005010781,0.00006298836,0.0001065456,0.0001156125],"domain_scores_gemma":[0.9969563,0.0008295245,0.0008386014,0.0001315535,0.000425488,0.0008185841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001546459,0.00006001212,0.9980551,0.000006194195,0.00002829899,0.0001977434,0.00002469247,0.0000475959,0.0001431186,0.00002055466,0.00009959859,0.001162358],"study_design_scores_gemma":[0.000008446241,0.0000674266,0.9986033,0.00001047532,0.00004091706,0.0006798289,0.0001300797,0.0002174613,0.00005299688,0.00006479723,0.0001173781,0.000006896014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959307,0.00105738,0.00008465663,0.0002578925,0.00002876473,0.000006204676,0.0003893611,0.000006761369,0.002238174],"genre_scores_gemma":[0.9991475,0.000273848,0.00004548438,0.000033648,0.00006327649,0.000003560149,0.000256164,0.000001811841,0.0001745811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009646942,"threshold_uncertainty_score":0.01918161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006989222957988204,"score_gpt":0.2119125047566558,"score_spread":0.2049232817986676,"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."}}