{"id":"W2158482299","doi":"10.1016/j.jcv.2013.04.009","title":"Would CLSI M53-A have helped in the diagnosis of HIV in Canada? Results of the performance of Canadian laboratories participating in a recent NLHRS proficiency testing panel containing HIV-1 antigen positive (antibody negative) and HIV-2 samples","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Virology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency","keywords":"Medicine; Human immunodeficiency virus (HIV); Referral; Guideline; Sample (material); Immunology; Family medicine; 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":[0.004092852,0.0003797118,0.0002227623,0.001090595,0.002697777,0.001726888,0.001383081,0.001168488,0.003616142],"category_scores_gemma":[0.01785403,0.0002884073,0.0003907212,0.001810689,0.001541108,0.0005788987,0.0007495047,0.001002655,0.0005007283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02788735,"about_ca_system_score_gemma":0.04129226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9755838,"about_ca_topic_score_gemma":0.9790114,"domain_scores_codex":[0.9965005,0.0005013497,0.0001937646,0.0003075139,0.001615339,0.0008815501],"domain_scores_gemma":[0.9859352,0.001303415,0.001438922,0.0002815933,0.009783124,0.001257589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004236075,0.000110775,0.9378596,0.0002021924,0.00006100416,0.0004032633,0.001336698,0.000641286,0.00135305,0.0005958737,0.01615025,0.04086239],"study_design_scores_gemma":[0.00004408786,0.0002392834,0.9757991,0.0003246932,0.00009771212,0.0004843617,0.003873325,0.00173132,0.002468854,0.000275303,0.01461334,0.00004861445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471809,0.003917196,0.001027996,0.0189105,0.0002712922,0.0001699164,0.004636928,0.000103322,0.02378189],"genre_scores_gemma":[0.9923875,0.001038691,0.001589057,0.002575595,0.00004272542,0.000014198,0.001007886,0.00001699774,0.001327311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02788735,"threshold_uncertainty_score":0.2023379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050958084167844,"score_gpt":0.3511087607768966,"score_spread":0.2460129523601122,"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."}}