{"id":"W2120070550","doi":"10.2217/fvl.11.37","title":"Proof of Principle: Antiretroviral Drugs can Prevent Sexual Transmission of HIV-1","year":2011,"lang":"en","type":"article","venue":"Future Virology","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Human immunodeficiency virus (HIV); Sexual transmission; Virology; Transmission (telecommunications); Antiretroviral therapy; Antiretroviral drug; Antiretroviral treatment; Medicine; Viral load; Computer science; Microbicide; Telecommunications","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":[0.005676867,0.001298282,0.001336329,0.0006275044,0.001155409,0.001864002,0.001894705,0.003930547,0.0516553],"category_scores_gemma":[0.01999125,0.0006631773,0.001451712,0.0003894141,0.003277709,0.003552349,0.002169581,0.006189727,0.009775296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009901427,"about_ca_system_score_gemma":0.002983042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005956676,"about_ca_topic_score_gemma":0.0004511915,"domain_scores_codex":[0.9970202,0.001350929,0.0001229334,0.0004142968,0.0008387471,0.0002528654],"domain_scores_gemma":[0.9871539,0.008844521,0.0006042576,0.001221013,0.001755477,0.000420701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001514276,0.0006259049,0.001079425,0.002589782,0.0002895783,0.0007978636,0.0003078245,0.002491629,0.02073132,0.5955629,0.175221,0.1987885],"study_design_scores_gemma":[0.001115378,0.001247555,0.001769103,0.000946633,0.0002773605,0.001872029,0.0002052565,0.003694946,0.04173846,0.4383597,0.5086418,0.0001317477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02761761,0.07351083,0.208302,0.362135,0.06072052,0.001149817,0.004669631,0.001284618,0.26061],"genre_scores_gemma":[0.5982176,0.05547142,0.1557239,0.08201636,0.0251491,0.002401691,0.002510572,0.0004372085,0.07807224],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0516553,"threshold_uncertainty_score":0.1728042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861813291682182,"score_gpt":0.3038974616725672,"score_spread":0.2852793287557454,"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."}}