{"id":"W4390096994","doi":"10.14745/ccdr.v49i1112a01","title":"Risk of sexual transmission of HIV in the context of viral load suppression","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Viral load; Context (archaeology); Transmission (telecommunications); Sexual transmission; Medicine; Seroconversion; Human immunodeficiency virus (HIV); Immunology; Demography; Environmental health; Virology; Microbicide; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0247814,0.001198026,0.004935727,0.00839473,0.0006865322,0.004935998,0.001781188,0.002493017,0.003285637],"category_scores_gemma":[0.1573295,0.0009044024,0.009071298,0.006812812,0.001247382,0.002414725,0.001635453,0.002570137,0.0002535269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006749041,"about_ca_system_score_gemma":0.01776237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04020447,"about_ca_topic_score_gemma":0.06992832,"domain_scores_codex":[0.9641806,0.01710577,0.009235658,0.002191879,0.006474072,0.0008120572],"domain_scores_gemma":[0.8268143,0.1360184,0.02040927,0.002129922,0.01380194,0.0008262651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0008352775,0.00002782071,0.01963853,0.7929105,0.06275355,0.0003318847,0.000707918,0.0004264227,0.0002303922,0.001777157,0.009024896,0.1113357],"study_design_scores_gemma":[0.0003337799,0.0002436772,0.0273482,0.7485462,0.1799732,0.001043445,0.0006067562,0.0002730459,0.0003812152,0.00231462,0.03882778,0.0001080213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001293741,0.9953447,0.0002119345,0.001628368,0.0002948672,0.00008416011,0.0005128955,0.000006722174,0.0006226473],"genre_scores_gemma":[0.07606644,0.9175766,0.001583198,0.003083691,0.0006070212,0.0003214883,0.0005548913,0.00001611268,0.0001906323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04020447,"threshold_uncertainty_score":0.1310581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461144091738824,"score_gpt":0.31925519996077,"score_spread":0.2946437590433817,"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."}}