{"id":"W1507160581","doi":"","title":"Do cardiac troponins provide prognostic insight in hemodialysis patients?","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Internal medicine; Hemodialysis; Cardiology; Heart failure; Unstable angina; Myocardial infarction; Troponin; Troponin complex; Incidence (geometry); Asymptomatic; Troponin T; Population","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":[0.0009431932,0.0002885885,0.0004636231,0.0006715222,0.0002238827,0.0006031854,0.0002861777,0.0007637845,0.001371244],"category_scores_gemma":[0.005548123,0.0001842835,0.000289573,0.0008014227,0.0003038519,0.0007380413,0.0002352132,0.0005664401,0.0003029491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774665,"about_ca_system_score_gemma":0.0001951729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006511571,"about_ca_topic_score_gemma":0.001361151,"domain_scores_codex":[0.9996656,0.0001132451,0.00004511065,0.00004567122,0.00007219462,0.00005810995],"domain_scores_gemma":[0.9973637,0.001004186,0.0009311086,0.00007745919,0.0002018168,0.0004217684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001269436,0.00001472103,0.9979793,0.000005898415,0.00001338027,0.00005369536,0.00001832073,0.00002402608,0.00003591104,0.000008184697,0.00006246177,0.001657233],"study_design_scores_gemma":[0.0000324564,0.0002475154,0.9976639,0.00002643268,0.00005343583,0.0007253788,0.0001619235,0.000633547,0.0000614044,0.0001357732,0.0002510124,0.000007168458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978585,0.001028536,0.0001052349,0.000270789,0.00002259272,0.000005065904,0.0001715239,0.000003326407,0.0005344618],"genre_scores_gemma":[0.9992062,0.000352612,0.0001024522,0.00006699222,0.00007649512,0.000004160799,0.0001449937,8.5754e-7,0.00004529144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001371244,"threshold_uncertainty_score":0.004988194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320130749763144,"score_gpt":0.2585952046874423,"score_spread":0.2353938971898109,"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."}}