{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002547484,0.0001477691,0.001212282,0.00004381762,0.00003776411,0.000004617281,0.0001080319,0.0002412802,0.000008847558],"category_scores_gemma":[0.003635422,0.00009899928,0.0001319904,0.0001498486,0.0002567125,0.0001331688,0.0001371865,0.0004393313,5.772636e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009725016,"about_ca_system_score_gemma":0.00006712258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001382625,"about_ca_topic_score_gemma":0.00005490852,"domain_scores_codex":[0.9968215,0.0006925992,0.001885799,0.0002253032,0.0001256035,0.000249245],"domain_scores_gemma":[0.9951159,0.003277245,0.0009606922,0.0003627482,0.0002077849,0.0000756654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05655953,0.0009905634,0.835367,0.0000879759,0.0001610376,0.000001658728,0.0001155563,0.000003336023,0.1034872,0.00002620124,0.000001877211,0.003198098],"study_design_scores_gemma":[0.07897552,0.00211378,0.9065705,0.0002931525,0.0002555008,0.000006741456,0.00008573829,0.0007664633,0.01048916,0.000005494705,0.0003447408,0.00009319925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995371,0.002801654,0.000006264449,0.0003579146,0.0008121074,0.0005750486,0.00005073312,0.000005422179,0.00001979687],"genre_scores_gemma":[0.9955966,0.003935161,0.0001686797,0.00006418394,0.0002006723,0.000002789246,0.000002933695,0.00001088574,0.00001812854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09299807,"threshold_uncertainty_score":0.4352203,"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."}}