{"id":"W2613293972","doi":"10.2196/mhealth.6491","title":"eTEST: Developing a Smart Home HIV Testing Kit that Enables Active, Real-Time Follow-Up and Referral After Testing","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism","keywords":"Referral; Human immunodeficiency virus (HIV); Medicine; Test (biology); Hiv test; Family medicine; Medical emergency; Health services; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002195339,0.000700049,0.0002855737,0.0005147144,0.0004635113,0.0008352291,0.001516412,0.0008829467,0.008138866],"category_scores_gemma":[0.00396164,0.0003258478,0.0006926794,0.0001876329,0.0004838546,0.001616683,0.001967803,0.0008122045,0.002153304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003030017,"about_ca_system_score_gemma":0.001044122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009358,"about_ca_topic_score_gemma":0.001726462,"domain_scores_codex":[0.9988514,0.0004997787,0.00007755787,0.000130096,0.0003309131,0.0001103237],"domain_scores_gemma":[0.9983809,0.0007989933,0.0001416182,0.0001323056,0.0003270067,0.0002190711],"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":[0.001223637,0.002934214,0.02735159,0.003334029,0.0001465285,0.002267551,0.00746747,0.001850063,0.07296669,0.003508973,0.05999647,0.8169529],"study_design_scores_gemma":[0.001028522,0.0124325,0.06260421,0.002402902,0.0008475135,0.01036828,0.01236447,0.03530654,0.1721118,0.007012658,0.6827589,0.0007616293],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4885184,0.002226443,0.4164638,0.005538075,0.001228289,0.01144199,0.005879925,0.01985154,0.04885147],"genre_scores_gemma":[0.2823189,0.001466539,0.6652413,0.002444518,0.000126171,0.006085165,0.00281485,0.0006214035,0.03888103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008138866,"threshold_uncertainty_score":0.02722722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481527612199955,"score_gpt":0.4129778571741553,"score_spread":0.2648250959541598,"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."}}