{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001752184,0.0002156882,0.0003204864,0.00003958866,0.00007900877,0.00003443794,0.0000884917,0.0002665356,0.00005227004],"category_scores_gemma":[0.0002628425,0.00020586,0.000234142,0.0001211191,0.00004344903,0.000008379334,0.000136356,0.000204405,0.0000557952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002732889,"about_ca_system_score_gemma":0.00004704267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001237063,"about_ca_topic_score_gemma":0.0001277269,"domain_scores_codex":[0.9985951,0.0001972725,0.0002343996,0.0005325472,0.0001558431,0.0002848344],"domain_scores_gemma":[0.9994241,0.00004483228,0.00006047236,0.0002434036,0.00002860633,0.0001985956],"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":[0.0003585472,0.00006950476,0.7550027,0.00002635058,0.0002913971,0.00000825645,0.0001376492,0.00007172493,0.2085999,0.00007756182,0.02966466,0.005691757],"study_design_scores_gemma":[0.005422122,0.001575139,0.09822241,0.00002766816,0.0003063862,0.000009648754,0.0005796477,0.0001619069,0.221587,0.00004657793,0.6713081,0.0007533719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879317,0.001148977,0.0002166721,0.009893632,0.0002264463,0.000372371,0.0001264663,0.00003654725,0.00004717274],"genre_scores_gemma":[0.9958019,0.0006323822,0.001784581,0.0007186586,0.0008416546,0.00004187414,0.00007699318,0.00003079356,0.00007120722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6567803,"threshold_uncertainty_score":0.8394726,"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."}}