{"id":"W2070397320","doi":"10.1016/j.clinbiochem.2009.11.004","title":"The use of a cytokine panel to define the long-term risk stratification of heart failure/death in patients presenting with chest pain to the emergency department","year":2009,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Institute for Clinical Evaluative Sciences; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Emergency department; Risk stratification; Cytokine; Heart failure; Chest pain; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001134183,0.0005218725,0.0007245464,0.001132169,0.0004158466,0.0009884316,0.0002565139,0.0006850463,0.0006795459],"category_scores_gemma":[0.003976768,0.0001757402,0.000377537,0.0005563956,0.0002431176,0.0007241623,0.0003364121,0.001337827,0.0002997172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002417829,"about_ca_system_score_gemma":0.0004669262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033572,"about_ca_topic_score_gemma":0.001302394,"domain_scores_codex":[0.9994327,0.0002204567,0.00008816765,0.00006145334,0.0001354192,0.0000616941],"domain_scores_gemma":[0.9980868,0.0007170533,0.0003533666,0.00008575823,0.0003999768,0.0003569832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001498392,0.0002675795,0.9732416,0.00003152834,0.0001342118,0.0005610079,0.0001084258,0.0004553938,0.006570097,0.0001033517,0.0005561362,0.01647221],"study_design_scores_gemma":[0.00011266,0.001932491,0.9832661,0.00007617258,0.0001883726,0.002314515,0.0003153877,0.006300712,0.003915741,0.0003858739,0.001158832,0.00003316031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905527,0.002458429,0.002008566,0.0009500679,0.0001340465,0.00006991135,0.0003994979,0.00003611135,0.003390731],"genre_scores_gemma":[0.9968215,0.0004148391,0.001676803,0.0003762215,0.0001013912,0.00004121373,0.0002581313,0.000005319177,0.0003045076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001134183,"threshold_uncertainty_score":0.005998254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06020580040131914,"score_gpt":0.3281898602835632,"score_spread":0.2679840598822441,"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."}}