{"id":"W4382682016","doi":"10.51731/cjht.2023.675","title":"Rapid HIV Self-Testing","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Fingerstick; Medicine; Test (biology); Hiv test; Immunology; Environmental health; Population; Biology; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002834051,0.0008513624,0.0007406771,0.001782651,0.001028294,0.001951178,0.00195265,0.001481641,0.1133461],"category_scores_gemma":[0.006032987,0.0004782888,0.000730872,0.0007410545,0.0004076978,0.0009866068,0.001928409,0.001994244,0.05319005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001550734,"about_ca_system_score_gemma":0.002682144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01702031,"about_ca_topic_score_gemma":0.02021465,"domain_scores_codex":[0.9967559,0.0004889491,0.000148938,0.0005067512,0.001735602,0.0003638268],"domain_scores_gemma":[0.9963812,0.0004941479,0.0002876077,0.0003097344,0.002000498,0.0005268986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002565544,0.0003005812,0.01402011,0.0007003117,0.00004504755,0.0002987646,0.0002682633,0.0001256463,0.001851545,0.003382321,0.5797758,0.3989752],"study_design_scores_gemma":[0.0001521422,0.000546611,0.02614927,0.001154407,0.00005776757,0.001851059,0.000314779,0.0008605173,0.005016181,0.001590214,0.9622282,0.00007887507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03036723,0.02722187,0.02373042,0.01748381,0.01244659,0.01368909,0.06735913,0.01151326,0.7961886],"genre_scores_gemma":[0.137742,0.02077182,0.06277085,0.02546216,0.002236739,0.005968207,0.05810382,0.0007868354,0.6861576],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9829797,"threshold_uncertainty_score":0.3791805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111327683411535,"score_gpt":0.2887938886816429,"score_spread":0.2376806118475275,"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."}}