{"id":"W1542816099","doi":"10.1007/bf03405471","title":"Understanding HIV Viral Load","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Viral load; Human immunodeficiency virus (HIV); Transmission (telecommunications); Genital tract; Sexual transmission; Virology; Immunology; Medicine; Biology; Computer science; Physiology; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001086763,0.000428815,0.0004342617,0.001326761,0.0009638563,0.004028265,0.0007576914,0.0008498504,0.004559211],"category_scores_gemma":[0.003597607,0.0002750674,0.0003169306,0.0006922124,0.001318237,0.002599123,0.0008532782,0.001660568,0.0008816784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004351876,"about_ca_system_score_gemma":0.003286789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1000499,"about_ca_topic_score_gemma":0.108651,"domain_scores_codex":[0.9994425,0.0001043958,0.00002080103,0.00008456795,0.0002262476,0.0001214335],"domain_scores_gemma":[0.9991716,0.0003216322,0.0001016786,0.00005108289,0.0002455437,0.0001085134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004612272,0.0004026034,0.2098432,0.0008769891,0.0002072668,0.0004542536,0.005026842,0.002221538,0.01901888,0.06891002,0.04528886,0.6472884],"study_design_scores_gemma":[0.00006284722,0.0004141695,0.3797186,0.001691504,0.0004738396,0.001673133,0.00946511,0.01243204,0.01548375,0.1999523,0.378417,0.0002156736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4373247,0.1892466,0.0191868,0.07136293,0.002350805,0.0002088235,0.003476539,0.0005152117,0.2763277],"genre_scores_gemma":[0.94282,0.0328539,0.003387739,0.005408235,0.0008427133,0.0000697258,0.0006611805,0.00004117972,0.01391524],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1000499,"threshold_uncertainty_score":0.1989352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2517498542817533,"score_gpt":0.373767827640963,"score_spread":0.1220179733592097,"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."}}