{"id":"W4388594742","doi":"10.1093/eurheartj/ehad655.577","title":"Kidney function by creatinine and cystatin c and adverse cardiovascular outcomes in patients with atrial fibrillation","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Cystatin C; Renal function; Kidney disease; Creatinine; Internal medicine; Mace; Atrial fibrillation; Cardiology; Hazard ratio; Myocardial infarction; Confidence interval; Percutaneous coronary intervention","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":[0.0009917571,0.0003116992,0.0005806006,0.0006507396,0.0003869509,0.000875446,0.0003670209,0.000511701,0.001024473],"category_scores_gemma":[0.002638131,0.0002252827,0.000593261,0.001438474,0.0002573789,0.0004633234,0.0003981075,0.000614865,0.0001263286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002747497,"about_ca_system_score_gemma":0.000342561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002556307,"about_ca_topic_score_gemma":0.001961611,"domain_scores_codex":[0.999213,0.0001999494,0.0001443111,0.0002168967,0.0001203624,0.0001054864],"domain_scores_gemma":[0.9979268,0.0004107713,0.001024543,0.0001646238,0.0001915918,0.0002815526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003166498,0.00003355509,0.9986167,0.00001462902,0.0001035157,0.00002791578,0.00001776723,0.00005699639,0.0001271573,0.00001024651,0.0000431457,0.0006317852],"study_design_scores_gemma":[0.00002089319,0.0001561437,0.9990331,0.000007671252,0.00008269535,0.0001469782,0.00002832127,0.0002962683,0.00007453154,0.00003876678,0.0001096809,0.00000486353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978053,0.00116761,0.0001577809,0.00005007183,0.00001125044,0.00001028627,0.0005847454,0.000004980236,0.0002080408],"genre_scores_gemma":[0.9994285,0.0001127422,0.00007613233,0.00002083169,0.00001280862,0.00001040915,0.0002603441,0.000001081094,0.00007707495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002556307,"threshold_uncertainty_score":0.00524497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941150294690888,"score_gpt":0.275805977472753,"score_spread":0.2463944745258441,"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."}}