{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003421641,0.0004085771,0.0008516223,0.0001016399,0.000104262,0.00006703313,0.0004989525,0.0002015707,0.00007265456],"category_scores_gemma":[0.0004625753,0.0003608929,0.002338639,0.0002785924,0.00006654303,0.00002432002,0.0001368291,0.0002649907,0.0000548192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006620105,"about_ca_system_score_gemma":0.0002157799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002099912,"about_ca_topic_score_gemma":0.000002924877,"domain_scores_codex":[0.9974527,0.0002502428,0.0006077196,0.0005169064,0.0007442249,0.0004281839],"domain_scores_gemma":[0.9977841,0.00005911176,0.0002158165,0.0005890606,0.0002914297,0.001060459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002156934,0.0005345047,0.2572117,0.0004056463,0.02164606,0.001237102,0.002136703,0.01458743,0.0636501,0.00003003588,0.5526639,0.08373986],"study_design_scores_gemma":[0.001473197,0.0009086215,0.0340221,0.0001028019,0.002073469,0.00003589077,0.0006039326,0.00000599367,0.04367912,0.000009155808,0.9164898,0.0005959308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9295345,0.03371568,0.000529191,0.03448037,0.000646854,0.0006619789,0.0002678807,0.00003032254,0.0001332404],"genre_scores_gemma":[0.9885713,0.003851938,0.002237743,0.001846227,0.003209388,0.0001099828,0.00004255597,0.00008477826,0.00004612813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3638259,"threshold_uncertainty_score":0.9998843,"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."}}