{"id":"W3213788244","doi":"10.1093/eurheartj/ehab724.0717","title":"Patients with transthyretin amyloid cardiomyopathy may have preserved, mildly reduced, or reduced ejection fraction","year":2021,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Pfizer","keywords":"Medicine; Ejection fraction; Transthyretin; Cardiology; Internal medicine; Heart failure; Heart failure with preserved ejection fraction; Cardiomyopathy; Restrictive cardiomyopathy","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":[0.0005487085,0.00028582,0.0004732235,0.000311592,0.0003495274,0.0003751003,0.0001587261,0.0003084392,0.002502014],"category_scores_gemma":[0.0009572994,0.00008511609,0.000286139,0.0004839418,0.0002603552,0.0002828829,0.0003019471,0.000297314,0.0002933116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009627963,"about_ca_system_score_gemma":0.0001317346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001864966,"about_ca_topic_score_gemma":0.0003498342,"domain_scores_codex":[0.9996355,0.000117619,0.00006743009,0.00007387301,0.00004725501,0.00005828263],"domain_scores_gemma":[0.9993413,0.0002187549,0.0002247598,0.00004615914,0.00004453209,0.0001244506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007746993,0.0003287835,0.9773943,0.00008103129,0.0001373096,0.0008803895,0.0001014328,0.0001166999,0.004174863,0.0001023236,0.0003236019,0.008612306],"study_design_scores_gemma":[0.0005186434,0.002622164,0.9893057,0.00002811578,0.0001530806,0.004700201,0.0001733608,0.000385197,0.0008871677,0.0002511234,0.0009659056,0.000009410639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983063,0.0003997692,0.0001338906,0.00003078642,0.000007935978,0.00002861982,0.0002293807,0.000003451973,0.0008598537],"genre_scores_gemma":[0.9992602,0.00008588714,0.0001236096,0.00004515484,0.00002333805,0.00004078139,0.0002738449,9.848277e-7,0.0001460418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002502014,"threshold_uncertainty_score":0.008370101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190685039274214,"score_gpt":0.2736138950422576,"score_spread":0.2517070446495155,"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."}}