{"id":"W2126596948","doi":"10.1016/j.jviromet.2010.12.022","title":"Rapid HIV tests in acute care settings in an area of low HIV prevalence in Canada","year":2010,"lang":"en","type":"article","venue":"Journal of Virological Methods","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; Provincial Laboratory of Public Health; University of Alberta","funders":"Public Health Agency of Canada; University of Calgary","keywords":"Human immunodeficiency virus (HIV); Medicine; Internal medicine; Emergency medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00227619,0.0001168976,0.0005483369,0.0003519404,0.00001501646,0.00000800843,0.0002873123,0.0001327876,0.0006175747],"category_scores_gemma":[0.003635971,0.00008025737,0.0001249877,0.0003687533,0.00009890477,0.0001424206,0.00005927881,0.001530132,0.00000102863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002128543,"about_ca_system_score_gemma":0.0006100494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007136677,"about_ca_topic_score_gemma":0.1343609,"domain_scores_codex":[0.9975003,0.0008237524,0.000819782,0.000167868,0.0003615101,0.0003268016],"domain_scores_gemma":[0.9985226,0.0005662904,0.0002426174,0.0001966769,0.0001980786,0.0002736744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000734138,0.0005526986,0.656175,0.0002727381,0.00003018876,0.00126752,0.0005168178,0.00002898398,0.239332,0.00001468825,0.001071099,0.1000041],"study_design_scores_gemma":[0.001986468,0.003585288,0.9796045,0.0006594718,0.00002799929,0.0002158934,0.0006269325,0.001806129,0.0104816,0.0002141179,0.0006919348,0.00009961764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965199,0.000536816,0.000483719,0.001708364,0.0000574279,0.0001771424,0.00001882768,0.000002546312,0.0004953025],"genre_scores_gemma":[0.9400021,0.0001712653,0.05941734,0.000185932,0.00005102045,0.000007108531,0.000002774022,0.000007518453,0.0001549773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3234296,"threshold_uncertainty_score":0.9994749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03722875888890263,"score_gpt":0.412169766133046,"score_spread":0.3749410072441433,"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."}}