{"id":"W1965955852","doi":"10.1016/j.clinbiochem.2009.03.027","title":"Intra-individual variability in troponin T concentration in dialysis patients","year":2009,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Dialysis; Medicine; Troponin; Hemodialysis; Internal medicine; Troponin T; Cardiology; Acute coronary syndrome; Myocardial infarction","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":[0.001919582,0.0001224699,0.0004019509,0.00004547061,0.00002058908,0.00001812885,0.0001316743,0.0003389335,0.0001725106],"category_scores_gemma":[0.005697696,0.0001157702,0.0001486791,0.0004145474,0.0001705987,0.00004920312,0.000040651,0.0007035696,0.00003016551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002070555,"about_ca_system_score_gemma":0.0002181256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001962929,"about_ca_topic_score_gemma":0.000001610654,"domain_scores_codex":[0.9977826,0.0002581821,0.0008303634,0.0004622211,0.0003703387,0.0002962407],"domain_scores_gemma":[0.9987615,0.0004299314,0.00008619201,0.0003896203,0.0001210446,0.0002117422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004365742,0.001561917,0.9512218,0.00002053861,0.00003738794,0.00002325315,0.00004481637,0.000002518343,0.005051997,0.00001760821,0.003320388,0.03826121],"study_design_scores_gemma":[0.00382303,0.0002850777,0.9729705,0.00004392298,0.00003973666,0.000001806953,0.00002823316,0.0002293016,0.02132746,0.0002278611,0.0008833855,0.0001396827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991089,0.00002299215,0.00003651702,0.00486369,0.0001029232,0.0002995255,0.00001839478,0.00002587354,0.003541074],"genre_scores_gemma":[0.996749,0.00004398486,0.0002791114,0.0023427,0.00024319,0.00001177685,0.0002481958,0.000006261883,0.00007575803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03812153,"threshold_uncertainty_score":0.6821086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345147773543373,"score_gpt":0.3806804227049602,"score_spread":0.3472289449695265,"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."}}