{"id":"W2142589283","doi":"10.1128/cvi.00294-12","title":"Results of Continuous Monitoring of the Performance of Rubella Virus IgG and Hepatitis B Virus Surface Antibody Assays Using Trueness Controls in a Multicenter Trial","year":2012,"lang":"en","type":"article","venue":"Clinical and Vaccine Immunology","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Disease Control Laboratory; Queen Elizabeth II Health Sciences Centre; Provincial Laboratory of Public Health; Public Health Agency of Canada","funders":"","keywords":"Rubella virus; Serology; Rubella; Medicine; External quality assessment; Virology; Antibody; Vaccination; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04666283,0.0009254894,0.001513052,0.0004806645,0.000734825,0.001939773,0.0009046842,0.001646779,0.0005237907],"category_scores_gemma":[0.06085096,0.0004669199,0.001177286,0.0006515331,0.001349342,0.001492908,0.0005859078,0.001143208,0.0001490174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384066,"about_ca_system_score_gemma":0.001917827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002810848,"about_ca_topic_score_gemma":0.002028331,"domain_scores_codex":[0.9575588,0.02832287,0.002644634,0.005276927,0.00470477,0.001491983],"domain_scores_gemma":[0.9327472,0.02408624,0.01581666,0.01128689,0.01234874,0.003714263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5097511,0.004722877,0.3976302,0.0003424192,0.004730445,0.0002106537,0.001244398,0.002608007,0.01021868,0.0004455922,0.001701465,0.0663942],"study_design_scores_gemma":[0.04141933,0.2448502,0.6773108,0.0001037421,0.004579036,0.0004397548,0.0002437667,0.01125463,0.01501957,0.0004286589,0.00411873,0.0002318379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934629,0.001649426,0.002444454,0.0001904659,0.0001460608,0.0007134959,0.0003772088,0.00008895105,0.0009270725],"genre_scores_gemma":[0.9977034,0.00009895369,0.001275876,0.0001641158,0.00004990488,0.000254167,0.0002457294,0.00001716366,0.000190664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04666283,"threshold_uncertainty_score":0.2467796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06518813636017988,"score_gpt":0.4075343212891845,"score_spread":0.3423461849290046,"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."}}