{"id":"W2505072171","doi":"10.1016/j.tcm.2016.06.008","title":"Editorial commentary: High-sensitivity cardiac troponin: Like every new tool there is a learning curve","year":2016,"lang":"en","type":"review","venue":"Trends in Cardiovascular Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Juravinski Hospital","funders":"","keywords":"Ejection fraction; Medicine; Cardiology; Internal medicine; Sudden cardiac death; Troponin; Heart failure; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008255932,0.001630129,0.003682452,0.002481959,0.00131414,0.003939237,0.002915233,0.01482564,0.008276261],"category_scores_gemma":[0.04477094,0.0008650948,0.001835805,0.002055228,0.002375009,0.003546916,0.002168191,0.01461467,0.005651732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002050316,"about_ca_system_score_gemma":0.005313639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001543208,"about_ca_topic_score_gemma":0.004065204,"domain_scores_codex":[0.9929702,0.001741592,0.001519795,0.0008998575,0.00249261,0.0003759112],"domain_scores_gemma":[0.9718683,0.01262083,0.004014267,0.0005266096,0.00953536,0.001434622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005368964,0.000007200776,0.00008484802,0.001433829,0.00006846333,0.0001489949,0.00004025155,0.00001685086,0.00006502335,0.0002331456,0.9884951,0.009352707],"study_design_scores_gemma":[0.0002857157,0.00006594654,0.00084559,0.006855861,0.0004573102,0.0009240141,0.0001883299,0.0001210069,0.000219098,0.002282451,0.987689,0.00006555695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001643507,0.04416791,0.0002172624,0.3559123,0.5979586,0.00004117157,0.0003503094,0.0000491946,0.001138965],"genre_scores_gemma":[0.001977631,0.03934221,0.0003827793,0.4184225,0.5354036,0.00008874123,0.0001643833,0.00005685834,0.004161293],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01482564,"threshold_uncertainty_score":0.04366207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625076403115702,"score_gpt":0.3087819190205595,"score_spread":0.2825311549894025,"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."}}