{"id":"W2053489473","doi":"10.1016/j.clinbiochem.2011.06.037","title":"The prevalence of preoperative elevations in troponin T above the 99th percentile using the troponin T high sensitive assay in patients undergoing noncardiac surgery","year":2011,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; University of Manitoba; Population Health Research Institute; McMaster University","funders":"","keywords":"High-performance liquid chromatography; Fish <Actinopterygii>; Food science; Chromatography; Medicine; Chemistry; Biology; Fishery","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02407251,0.0001653126,0.0003365884,0.00007261686,0.0003649991,0.0001331597,0.0007624819,0.000135505,0.0001577289],"category_scores_gemma":[0.03258772,0.00008039414,0.0002504888,0.0009292914,0.0008290455,0.0001610981,0.0001666844,0.0003913315,0.00001925666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356623,"about_ca_system_score_gemma":0.0005604952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000715598,"about_ca_topic_score_gemma":0.0001575288,"domain_scores_codex":[0.9936734,0.0022617,0.001589935,0.0006087805,0.001547382,0.0003187676],"domain_scores_gemma":[0.9828357,0.01466947,0.0007119965,0.0008340694,0.0008860023,0.00006283578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002225956,0.0002760954,0.9912817,0.00001366831,0.00003410748,0.000001077319,0.001866349,0.0001801261,0.001882863,0.0001373071,0.001594336,0.002509772],"study_design_scores_gemma":[0.000539453,0.00004426791,0.9710424,0.0001188969,0.00004103652,4.654622e-7,0.003650464,0.004807201,0.01843457,0.001147129,0.00003556105,0.0001385354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973521,0.00008857944,0.000296862,0.0003724662,0.0006752148,0.0004607085,0.00003281448,0.00000641637,0.0007148382],"genre_scores_gemma":[0.9989001,0.00004499678,0.0001156926,0.00007946395,0.00008522214,0.00001809562,0.000007626058,0.000007677957,0.00074116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02023928,"threshold_uncertainty_score":0.9755612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2490218914423578,"score_gpt":0.4106069026677329,"score_spread":0.1615850112253752,"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."}}