{"id":"W4292395912","doi":"10.2196/41473","title":"Characterization of the Viral Reservoirs Among HIV-1 Non-B Vertically Infected Adolescents Receiving Antiretroviral Therapy: Protocol for an Observational and Comparative Study in Cameroon","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Antiretroviral therapy; Medicine; Human immunodeficiency virus (HIV); Protocol (science); Virology; Viral load; Internal medicine; Alternative medicine; Pathology","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":[0.008730132,0.001508809,0.001235915,0.001410786,0.002016409,0.0007745686,0.001020138,0.0009903526,0.009527408],"category_scores_gemma":[0.005017866,0.000606538,0.0008119131,0.001466257,0.001180449,0.0008343108,0.0008671664,0.0008368244,0.00138128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002254839,"about_ca_system_score_gemma":0.006913735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004037687,"about_ca_topic_score_gemma":0.005121731,"domain_scores_codex":[0.9960686,0.002398146,0.0005221524,0.0003850065,0.0002833711,0.0003428004],"domain_scores_gemma":[0.996515,0.0004323059,0.0007958582,0.000502104,0.001138257,0.0006164134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1872889,0.08295482,0.5089321,0.01108069,0.0009968914,0.00330438,0.007430067,0.004820825,0.03069384,0.01000688,0.01964458,0.1328461],"study_design_scores_gemma":[0.03648547,0.1607866,0.7002643,0.003088648,0.0006422065,0.001043556,0.00611075,0.002518536,0.008616646,0.002096298,0.07806744,0.0002794789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1477077,0.0006254467,0.005900677,0.0001752498,0.0001161504,0.8359947,0.00603123,0.00004874053,0.00340003],"genre_scores_gemma":[0.09361684,0.0003971097,0.01096787,0.0002495511,0.00004659194,0.891402,0.002348491,0.000007566062,0.0009639431],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.009527408,"threshold_uncertainty_score":0.04616988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2725940234713084,"score_gpt":0.4887737356805757,"score_spread":0.2161797122092673,"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."}}