{"id":"W4409433555","doi":"10.21203/rs.3.rs-6213749/v1","title":"Uptake of HIV Testing Services through Assisted Partner Notification (APN) among Men in Wakiso District","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Human immunodeficiency virus (HIV); Partner notification; Medicine; Family medicine; Business","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":[0.000574924,0.0001960667,0.000231941,0.0006570481,0.001190607,0.001081468,0.0007914863,0.0005413102,0.002218497],"category_scores_gemma":[0.002661046,0.0006053356,0.0003589494,0.001037863,0.0006762733,0.0008225051,0.001524154,0.0008374262,0.0002902588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677798,"about_ca_system_score_gemma":0.002509085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2829649,"about_ca_topic_score_gemma":0.4173276,"domain_scores_codex":[0.9989685,0.0002833125,0.00007437888,0.0001260359,0.0001215646,0.0004261518],"domain_scores_gemma":[0.9989223,0.0002493097,0.0003166295,0.00004821658,0.0001611185,0.0003024535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001329657,0.0002942067,0.9849629,0.00007935635,0.00003221802,0.000360641,0.006343639,0.0001241141,0.001037131,0.0001556063,0.000226937,0.006250137],"study_design_scores_gemma":[0.00001021008,0.0001566206,0.9871336,0.00002134775,0.00002298189,0.00008033271,0.01196835,0.0002149345,0.0001480481,0.00002765728,0.0002068843,0.000009066115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992794,0.0000214002,0.00001357924,0.00007712198,0.000001847988,0.00001187058,0.00008455641,0.000001811446,0.0005082835],"genre_scores_gemma":[0.9994122,0.00003569002,0.00004079997,0.00003358396,0.000001776966,0.00001202677,0.00006336011,0.000001031729,0.000399583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2829649,"threshold_uncertainty_score":0.5626357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132804767882001,"score_gpt":0.4556742803683633,"score_spread":0.3228695124863623,"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."}}