{"id":"W3154917669","doi":"10.7759/cureus.14608","title":"Noninvasive Diagnostic Modalities in an Isolated Case of Cardiac Amyloidosis","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cardiac amyloidosis; Ejection fraction; Restrictive cardiomyopathy; Amyloidosis; Cardiomyopathy; Transthyretin; Heart failure; Cardiology; Internal medicine; AL amyloidosis; Pathology; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.00008781204,0.0002215353,0.0003432303,0.00004504047,0.00004957564,0.00002216364,0.0001415633,0.0002041263,0.00007633806],"category_scores_gemma":[0.0004728735,0.0002276935,0.0001680279,0.0001639348,0.0000894329,0.00001189163,0.0001363006,0.00008304477,0.000009155081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005278198,"about_ca_system_score_gemma":0.0001464186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006444328,"about_ca_topic_score_gemma":0.001858233,"domain_scores_codex":[0.9986829,0.0001730834,0.0003083558,0.0004423061,0.00009854169,0.0002947701],"domain_scores_gemma":[0.9988484,0.0001571441,0.0001030077,0.0006120358,0.0001672988,0.0001121402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001114626,0.001680728,0.7323887,0.0001498495,0.0009715394,0.004725806,0.002413637,0.0003488856,0.2504056,0.0007937794,0.002062927,0.003947007],"study_design_scores_gemma":[0.001192609,0.0007232275,0.03008734,0.00007716948,0.0002358104,0.0004728356,0.00444576,0.00006976508,0.9601161,0.0001621274,0.001838435,0.0005787582],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897256,0.009123565,0.00003078034,0.0001145102,0.0001997231,0.0002003104,0.0001956525,0.00001538918,0.0003944909],"genre_scores_gemma":[0.9960116,0.002789381,0.0002912309,0.0001590777,0.00009450092,0.0001126042,0.0002907926,0.00003521875,0.0002156604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7097105,"threshold_uncertainty_score":0.9285072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362661715642991,"score_gpt":0.277231994688669,"score_spread":0.2636053775322391,"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."}}