{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06412395,0.002652455,0.004048604,0.003097308,0.001729086,0.003227777,0.002763125,0.002705053,0.006773122],"category_scores_gemma":[0.06341293,0.002273849,0.002531371,0.004344285,0.003075661,0.001553505,0.002649588,0.002408625,0.002327112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469378,"about_ca_system_score_gemma":0.006511268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640912,"about_ca_topic_score_gemma":0.002175245,"domain_scores_codex":[0.9323658,0.05114311,0.006625677,0.004258167,0.004299839,0.001307437],"domain_scores_gemma":[0.9749395,0.01154043,0.003828326,0.004153989,0.004244569,0.001293104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1541075,0.01336921,0.4451203,0.02246299,0.01031593,0.00294022,0.00742372,0.007277818,0.00611,0.09570121,0.05221125,0.1829598],"study_design_scores_gemma":[0.1308336,0.08020919,0.3190262,0.01039696,0.02061025,0.004857773,0.00677026,0.02553485,0.006577134,0.06731397,0.3265741,0.001295782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1665541,0.01508293,0.07294786,0.005614724,0.002535693,0.7001259,0.02516743,0.0002906128,0.01168077],"genre_scores_gemma":[0.1983293,0.00337699,0.07674289,0.003390609,0.001405742,0.7070748,0.006493382,0.00008463793,0.003101579],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06412395,"threshold_uncertainty_score":0.3391239,"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."}}