{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006053071,0.0001646709,0.0004214983,0.0003990903,0.00005600978,0.00004504339,0.00008972087,0.0001165643,0.0000658174],"category_scores_gemma":[0.002559166,0.0001415058,0.0001800662,0.0008835468,0.00008763057,0.0001308321,0.00004421204,0.0003345395,0.00008854824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003642114,"about_ca_system_score_gemma":0.0001322229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007370693,"about_ca_topic_score_gemma":0.00000463204,"domain_scores_codex":[0.9977778,0.0002769629,0.0003335275,0.0003846425,0.0005903502,0.0006366851],"domain_scores_gemma":[0.9988681,0.0001400837,0.00005857839,0.0004051843,0.0002047207,0.0003233105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001226847,0.0003523262,0.9280996,0.00003848827,0.0001829931,0.00003335909,0.0001956858,0.000006336814,0.00002936476,0.0002888812,0.006572274,0.06407806],"study_design_scores_gemma":[0.00152589,0.00005742457,0.7873129,0.00000833283,0.00008893257,0.000003279746,0.00005093647,0.000008293772,0.0007477325,0.00004889843,0.2100149,0.0001325536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211991,0.0004525401,0.00003621081,0.002463688,0.0004424304,0.004807023,0.00001788176,0.00009915905,0.07048193],"genre_scores_gemma":[0.9933438,0.00008095027,0.0001870141,0.0009023721,0.0001193871,0.00397069,0.00003706302,0.00003449604,0.001324202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2034426,"threshold_uncertainty_score":0.5770438,"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."}}