{"id":"W2596504553","doi":"10.1373/jalm.2016.022640","title":"Comparison of 13 Commercially Available Cardiac Troponin Assays in a Multicenter North American Study","year":2017,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Red Deer Regional Hospital; Alberta Health; University of Alberta","funders":"","keywords":"Concordance; Medicine; Troponin I; Troponin complex; Percentile; McNemar's test; Internal medicine; Linear regression; Cardiology; Mathematics; Statistics; 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":[0.009607306,0.0006290837,0.0006474066,0.001225786,0.0005247389,0.001057103,0.000687452,0.0008352093,0.000637159],"category_scores_gemma":[0.01264029,0.0005205197,0.0003905335,0.001206958,0.0006460053,0.000576951,0.0006892846,0.0004421224,0.0002475289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004567149,"about_ca_system_score_gemma":0.0003953092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607949,"about_ca_topic_score_gemma":0.003210705,"domain_scores_codex":[0.9917884,0.004782861,0.0005502743,0.001316073,0.001250518,0.0003118698],"domain_scores_gemma":[0.9890555,0.004400178,0.002802468,0.001048469,0.002023326,0.0006699883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003401393,0.00003949068,0.9978465,0.00001084035,0.00009908687,0.00005037018,0.0001548266,0.00004652677,0.000276849,0.00001283843,0.00006370504,0.001058763],"study_design_scores_gemma":[0.00004352416,0.0002507281,0.9981145,0.00001227154,0.0001091901,0.0002418836,0.0002713502,0.0005141018,0.0001888154,0.00001949662,0.0002277857,0.000006426521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990579,0.0002781793,0.0002062057,0.00003749487,0.0000106256,0.00001303497,0.0001011336,0.00000545046,0.0002899343],"genre_scores_gemma":[0.9993317,0.00006727544,0.0002504224,0.00003778149,0.00001910882,0.00001389603,0.0002400218,0.000004350405,0.00003548407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009607306,"threshold_uncertainty_score":0.05080885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0471768491192788,"score_gpt":0.3813024898100565,"score_spread":0.3341256406907778,"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."}}