{"id":"W4388110188","doi":"10.1016/j.cardfail.2023.09.016","title":"The Cardiac Amyloidosis Registry Study (CARS): Rationale, Design and Methodology","year":2023,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiac amyloidosis; Amyloidosis; Intensive care medicine; Medical emergency; Internal medicine","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":[0.002385174,0.0002433706,0.0005211016,0.0001037522,0.0002678775,0.00008986363,0.0002950012,0.0001872641,0.000004570954],"category_scores_gemma":[0.0008164996,0.0001681545,0.0004481289,0.000240279,0.0001409007,0.00001436777,0.0001612556,0.0002295642,0.00001104488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000038778,"about_ca_system_score_gemma":0.0001705081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009275643,"about_ca_topic_score_gemma":0.000008386154,"domain_scores_codex":[0.997246,0.001292217,0.0004806031,0.0002954801,0.0003704824,0.0003152778],"domain_scores_gemma":[0.9978917,0.0008335154,0.0004015475,0.0004566233,0.0002754512,0.0001411099],"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":[0.0005730474,0.0002361314,0.418783,0.0000318001,0.006845685,0.00009065345,0.0009080959,0.0009700218,0.1214986,0.000221544,0.429251,0.02059038],"study_design_scores_gemma":[0.002488799,0.00252043,0.4042258,0.00004457724,0.001533321,0.0001461514,0.009496417,0.00001800357,0.06985301,0.0004463185,0.5085618,0.0006653088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815463,0.01048219,0.000870513,0.004916672,0.001160838,0.0008600384,0.00003786947,0.00002322632,0.0001023393],"genre_scores_gemma":[0.9788915,0.01099729,0.007436137,0.0002184741,0.001123393,0.0001546204,0.00002920065,0.00006338141,0.001086016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07931083,"threshold_uncertainty_score":0.685714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04167972280722474,"score_gpt":0.3161242651481366,"score_spread":0.2744445423409118,"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."}}