{"id":"W3135187698","doi":"10.1016/j.amjcard.2021.02.035","title":"Causes of Cardiovascular Hospitalization and Death in Patients With Transthyretin Amyloid Cardiomyopathy (from the Tafamidis in Transthyretin Cardiomyopathy Clinical Trial [ATTR-ACT])","year":2021,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Array BioPharma","keywords":"Transthyretin; Medicine; Cardiomyopathy; Internal medicine; Cardiology; Clinical trial; Heart failure","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":[0.001507592,0.0003186674,0.001652764,0.00009241673,0.00005860393,0.00002002272,0.0003861056,0.0001461477,0.000002366559],"category_scores_gemma":[0.0003497575,0.0001969436,0.0008729305,0.0003746418,0.0007152908,0.00001568266,0.0000799746,0.0003391466,4.311532e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005075378,"about_ca_system_score_gemma":0.0002732162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002450123,"about_ca_topic_score_gemma":0.00006617433,"domain_scores_codex":[0.9952425,0.002537923,0.001025816,0.0004557423,0.0003899993,0.0003479834],"domain_scores_gemma":[0.9979767,0.0003281211,0.0006088962,0.0007091339,0.000280703,0.00009648454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008214845,0.0001263869,0.9793935,0.000006943849,0.00216824,0.00009765628,0.0002939572,0.002781027,0.0002357578,0.000008107593,0.00005296424,0.006620647],"study_design_scores_gemma":[0.01914857,0.003519004,0.9718937,0.00005158628,0.0008468023,0.00007846505,0.0008295452,0.000002679369,0.001220022,0.00002318841,0.002145688,0.0002407573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989614,0.008043082,0.001062179,0.0004244822,0.0002590356,0.0004652442,0.0000836511,0.000003924535,0.00004437627],"genre_scores_gemma":[0.9920917,0.007000426,0.0002031499,0.0001919161,0.0003797565,0.0000336881,0.00005758343,0.00003951881,0.000002249439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01093373,"threshold_uncertainty_score":0.8031127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397174428112658,"score_gpt":0.2654156636619062,"score_spread":0.2514439193807796,"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."}}