{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001978706,0.0001068335,0.0003384549,0.0001696853,0.00002706517,9.545336e-7,0.0001360002,0.0001529416,0.001533177],"category_scores_gemma":[0.00003738931,0.00007970655,0.0001349722,0.0001511946,0.0001815708,0.00003477674,0.00004088624,0.0002471198,0.000008977636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001859965,"about_ca_system_score_gemma":0.0001272991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001063221,"about_ca_topic_score_gemma":0.00003286608,"domain_scores_codex":[0.9988644,0.0001168889,0.000360278,0.0001913479,0.0002101934,0.0002569194],"domain_scores_gemma":[0.9993569,0.00001546857,0.0001084152,0.000276157,0.00009556844,0.000147518],"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":[0.004344234,0.005649117,0.06988023,0.002615246,0.0006913894,0.0001123115,0.01772243,0.000001996929,0.5301272,0.005877885,0.0322947,0.3306833],"study_design_scores_gemma":[0.006875126,0.0821465,0.1816652,0.0004293188,0.0004128464,0.0001787072,0.002255769,0.0009378174,0.5847135,0.0005020765,0.1394732,0.0004099564],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885332,0.0004257884,0.001162285,0.0008539918,0.00007875582,0.0004552258,0.00007303871,0.00001895768,0.008398787],"genre_scores_gemma":[0.9865502,0.00002996434,0.0009675833,0.00004605568,0.0001815861,0.00001748041,0.00005392352,0.00001492496,0.01213824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3302733,"threshold_uncertainty_score":0.9993796,"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."}}