{"id":"W3090431225","doi":"10.1016/j.cardfail.2020.09.362","title":"Cardiovascular Disease Burden Prior To Hereditary Transthyretin Amyloidosis Diagnosis","year":2020,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Amyloidosis; Diagnosis code; Internal medicine; Transthyretin; Comorbidity; Disease; Pediatrics; Surgery; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003905983,0.0002399581,0.0007308091,0.0007232006,0.0006552627,0.0008902725,0.0002526989,0.0006987046,0.001484065],"category_scores_gemma":[0.002135789,0.0002035995,0.0004705754,0.0006869585,0.000255349,0.0007100201,0.0004783488,0.001728872,0.0002321654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005374008,"about_ca_system_score_gemma":0.0004243102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003282776,"about_ca_topic_score_gemma":0.003961579,"domain_scores_codex":[0.9995443,0.00007346878,0.0000361186,0.0001051435,0.00008990069,0.00015104],"domain_scores_gemma":[0.9979081,0.0003985542,0.000606936,0.0001073363,0.0002153728,0.0007637917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000632415,0.0001702705,0.9938726,0.0000240352,0.00008624815,0.001024449,0.00008468465,0.0001171864,0.0004193879,0.00009468243,0.0003166202,0.003157315],"study_design_scores_gemma":[0.000006739944,0.0001781436,0.9982567,0.00001208362,0.00003146034,0.0009218898,0.00008238182,0.00009331673,0.0000643175,0.0001269568,0.0002170159,0.000008994321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947877,0.001077778,0.0001238231,0.0003882853,0.00004626412,0.00001080898,0.0006441507,0.00001217361,0.002909126],"genre_scores_gemma":[0.9984262,0.0003114535,0.00004416896,0.00006775199,0.0001291053,0.000005736855,0.000628057,0.00000219147,0.0003852211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003282776,"threshold_uncertainty_score":0.006527364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00945369871724999,"score_gpt":0.2316944376373577,"score_spread":0.2222407389201077,"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."}}