{"id":"W2899402335","doi":"10.2196/10847","title":"Quantification of HIV-1 RNA Among Men Who Have Sex With Men Using an At-Home Self-Collected Dried Blood Spot Specimen: Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mailman School of Public Health, Columbia University; National Institute of Allergy and Infectious Diseases; National Institute of Biomedical Imaging and Bioengineering; National Institute of Mental Health","keywords":"Dried blood spot; Medicine; Viral load; Men who have sex with men; Human immunodeficiency virus (HIV); Dried blood; Internal medicine; Family medicine","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":[0.004441294,0.0008271355,0.0003451474,0.0008353275,0.0006670157,0.0007772734,0.0009986265,0.0008119228,0.001918525],"category_scores_gemma":[0.006477008,0.0006119933,0.0007037528,0.0003955953,0.0005466429,0.0007192132,0.0009070007,0.0006282084,0.0007191556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003858592,"about_ca_system_score_gemma":0.0009924335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003480747,"about_ca_topic_score_gemma":0.003844468,"domain_scores_codex":[0.9961909,0.001867657,0.0001902951,0.0004696002,0.001059413,0.0002221688],"domain_scores_gemma":[0.9968967,0.0008699097,0.0008710154,0.0002485438,0.0008022058,0.0003116058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002151469,0.008967776,0.9498119,0.0003067712,0.0001829025,0.0002794353,0.002052957,0.0002704147,0.007210687,0.0001278592,0.0005716193,0.02806628],"study_design_scores_gemma":[0.0007229839,0.02487566,0.9605718,0.0001277421,0.0002103902,0.001484144,0.0024157,0.002552471,0.005195375,0.0001543109,0.001636215,0.00005320811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942406,0.0001546162,0.00177557,0.00008051896,0.00001892369,0.001868961,0.0004809142,0.00003066341,0.0013493],"genre_scores_gemma":[0.9927074,0.0001263693,0.004625894,0.0001601827,0.00003330027,0.001381581,0.0003544294,0.000006335619,0.0006044864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004441294,"threshold_uncertainty_score":0.02348804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05817180164884184,"score_gpt":0.3651754849096551,"score_spread":0.3070036832608132,"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."}}