{"id":"W4237644402","doi":"10.1385/0-89603-369-4:139","title":"Quantification of HIV-1 RNA in Dried Plasma Spots (DPS): A Field Approach to Therapeutic Monitoring","year":2003,"lang":"en","type":"article","venue":"Humana Press eBooks","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario; Ottawa Hospital","funders":"","keywords":"Viral load; RNA; Disease; Viral replication; Virology; Human immunodeficiency virus (HIV); Medicine; Immunology; Biology; Virus; Internal medicine; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001270704,0.0007893043,0.0006527089,0.002045497,0.0004643631,0.001101656,0.001205657,0.001512792,0.001859889],"category_scores_gemma":[0.0009320976,0.0004730115,0.0001784436,0.001110559,0.0008576416,0.001163873,0.0005324891,0.001431074,0.001160564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005102355,"about_ca_system_score_gemma":0.0002553702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003043233,"about_ca_topic_score_gemma":0.0002894985,"domain_scores_codex":[0.9991632,0.000246544,0.00003336591,0.0001902218,0.0003404923,0.00002621307],"domain_scores_gemma":[0.9994811,0.0001872949,0.00008451744,0.00005944044,0.0001427454,0.00004495829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002222471,0.0001500412,0.001776481,0.0004364187,0.00001986549,0.00007437113,0.00009395173,0.0003979568,0.9114421,0.001816614,0.0008211881,0.08274873],"study_design_scores_gemma":[0.00006900285,0.001476737,0.01004335,0.00009064539,0.00007164358,0.001835328,0.0002226397,0.01711404,0.9407957,0.006866738,0.0213417,0.00007242576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2044345,0.05511436,0.7150123,0.002653431,0.0008978715,0.0008595239,0.001911599,0.0016885,0.01742794],"genre_scores_gemma":[0.3519605,0.02961403,0.6025428,0.001453192,0.001000154,0.0007674544,0.0007370777,0.0001112046,0.01181351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002045497,"threshold_uncertainty_score":0.006720245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09260161355600367,"score_gpt":0.3079610017965256,"score_spread":0.215359388240522,"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."}}