{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002184199,0.0001223045,0.0006681775,0.0002357788,0.00006918567,0.000005025429,0.0002774113,0.0001937002,0.00002511145],"category_scores_gemma":[0.007703091,0.00007225435,0.00004842378,0.0004809187,0.000519088,0.0000857542,0.00006596703,0.0009281058,0.000001251333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009668087,"about_ca_system_score_gemma":0.001961822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6823311,"about_ca_topic_score_gemma":0.8825616,"domain_scores_codex":[0.9961797,0.001474276,0.001661593,0.0001625396,0.0001003403,0.0004215809],"domain_scores_gemma":[0.9933167,0.005161808,0.0009686849,0.0001564768,0.0003377346,0.00005867064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005808645,0.0001858948,0.9911831,0.00001606561,0.00006573211,0.00002811914,0.002911767,0.00009108392,0.002709685,0.00001810229,0.00008320424,0.002126365],"study_design_scores_gemma":[0.002690662,0.001149903,0.9862517,0.0002341282,0.00001835489,0.00001445154,0.004426581,0.00009205165,0.004903585,0.000025488,0.0001348716,0.00005820358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947147,0.0004914486,6.304116e-7,0.004044129,0.00007494725,0.0003527823,0.0002279454,6.626587e-7,0.00009270585],"genre_scores_gemma":[0.9990619,0.000623376,0.0000818595,0.0001682326,0.00001255616,0.0000301482,0.00001190334,0.000005130476,0.000004882717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2002305,"threshold_uncertainty_score":0.9221876,"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."}}