{"id":"W3001430351","doi":"10.1002/ehf2.12602","title":"Stroke Risk and Atrial Mechanical Dysfunction in Cardiac Amyloidosis","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Cardiac amyloidosis; Thrombus; Internal medicine; Amyloidosis; Stroke (engine); Intracardiac injection; Population; Transthyretin; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002866761,0.0001904396,0.0003199748,0.0004044042,0.0003302475,0.0005249945,0.00009990753,0.0004511728,0.001097264],"category_scores_gemma":[0.001398363,0.00009349031,0.0002044211,0.0003954988,0.0001614265,0.0002329006,0.0002524437,0.0005954576,0.0001761297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166758,"about_ca_system_score_gemma":0.0001489143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004388426,"about_ca_topic_score_gemma":0.0004933181,"domain_scores_codex":[0.9998079,0.00005874888,0.00002730592,0.00002557054,0.00004358075,0.0000368802],"domain_scores_gemma":[0.9993986,0.0001355324,0.00022181,0.00002608887,0.00006234828,0.0001556333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003007239,0.0001175496,0.9786523,0.00003505258,0.00007473442,0.005711741,0.0001034836,0.0001056028,0.0006982232,0.0001045061,0.0003644391,0.01373168],"study_design_scores_gemma":[0.00001564956,0.0003229881,0.9750223,0.00005479015,0.00006999826,0.0222536,0.000178503,0.0003992033,0.000181689,0.0005792073,0.0009107206,0.00001136408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917065,0.003827508,0.000240682,0.0005202928,0.00002812032,0.000008536867,0.00008357577,0.000008555131,0.003576163],"genre_scores_gemma":[0.9986488,0.0007833416,0.00008752385,0.00009091412,0.00009254355,0.000004273135,0.00007772293,0.000001367927,0.0002135544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001097264,"threshold_uncertainty_score":0.003670692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008518592798939077,"score_gpt":0.2318892255195142,"score_spread":0.2233706327205751,"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."}}