{"id":"W2988872746","doi":"10.1016/j.clinbiochem.2019.10.014","title":"Multi-platform analytical evaluation of the Beckman Coulter Access high-sensitivity troponin I assay across different laboratory sites using Barricor plasma","year":2019,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta; Alberta Hospital Edmonton","funders":"Beckman Coulter Foundation","keywords":"Roche Diagnostics; Detection limit; Assay sensitivity; Chromatography; Analytical Chemistry (journal); Chemistry; Mathematics; Statistics; Medicine; Internal medicine; Pathology","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":[0.005625294,0.001461741,0.001002894,0.001691145,0.0008766794,0.002328778,0.001151532,0.001267169,0.001928618],"category_scores_gemma":[0.005413699,0.0008598255,0.0007336858,0.001421009,0.0007527178,0.0006991419,0.001772276,0.001201221,0.00110171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005277706,"about_ca_system_score_gemma":0.001821351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004298298,"about_ca_topic_score_gemma":0.0067034,"domain_scores_codex":[0.9924774,0.001844765,0.0003750867,0.002015617,0.00291935,0.0003678207],"domain_scores_gemma":[0.9964966,0.0009296818,0.0004186665,0.0004663054,0.001424894,0.000263921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01836538,0.002748613,0.405164,0.001134968,0.003619611,0.0008049405,0.002349173,0.006188074,0.3771119,0.001999712,0.012184,0.1683297],"study_design_scores_gemma":[0.002113588,0.01062467,0.6626834,0.0003332396,0.002546696,0.005025027,0.001050853,0.05686972,0.2356751,0.002201727,0.02037789,0.0004981404],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083023,0.002591868,0.07030554,0.0006371215,0.0006444083,0.001251952,0.005577873,0.003976729,0.006712126],"genre_scores_gemma":[0.9307119,0.0005989925,0.05887368,0.001433889,0.0002724509,0.0008625705,0.003272419,0.000386372,0.003587669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005625294,"threshold_uncertainty_score":0.02974975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598379049336862,"score_gpt":0.4835338071491484,"score_spread":0.3236959022154622,"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."}}