{"id":"W4375853159","doi":"10.1097/qai.0000000000003210","title":"Development and Evaluation of a Digital HIV Risk Assessment Tool Incorporated Within an App-Based Self-Testing Program","year":2023,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Medical Research Council; University of Cape Town; Grand Challenges Canada; Canadian Institutes of Health Research; McGill University Health Centre; Government of Canada; European and Developing Countries Clinical Trials Partnership; Wellcome Trust; McGill University","keywords":"Risk assessment; Context (archaeology); Receiver operating characteristic; Medicine; Human immunodeficiency virus (HIV); Risk perception; Test (biology); Environmental health; Demography; Gerontology; Family medicine; Psychology; Computer science; Internal medicine; Geography; Perception; Computer security; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01991909,0.0008741948,0.0006913432,0.0008957436,0.0005137559,0.001784561,0.001984714,0.001045832,0.003609163],"category_scores_gemma":[0.04302473,0.0005744097,0.001375486,0.0004601837,0.0005783078,0.001571916,0.001314651,0.001117218,0.0006355757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021808,"about_ca_system_score_gemma":0.003724278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003828621,"about_ca_topic_score_gemma":0.003829375,"domain_scores_codex":[0.9912548,0.005854929,0.0006092014,0.0004807848,0.001441051,0.0003592658],"domain_scores_gemma":[0.9766558,0.01728157,0.001159064,0.001053264,0.002686072,0.001164209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01418725,0.05375461,0.1075639,0.002944025,0.001164325,0.0005031942,0.003131953,0.01308992,0.004593479,0.001352116,0.006710056,0.7910052],"study_design_scores_gemma":[0.02942006,0.2440735,0.3458215,0.005430064,0.005813837,0.001436914,0.004446565,0.2997523,0.02290137,0.006143517,0.03395746,0.0008028509],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263611,0.0002976261,0.04058921,0.001123117,0.0002031126,0.02541127,0.001140414,0.001579953,0.003294197],"genre_scores_gemma":[0.7264822,0.0005174787,0.2439393,0.0006212692,0.00007466194,0.02497695,0.001635315,0.0001109794,0.001641841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01991909,"threshold_uncertainty_score":0.1053435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06378392852196618,"score_gpt":0.3682502368784634,"score_spread":0.3044663083564972,"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."}}