{"id":"W7133269623","doi":"","title":"Global review of current practices in HIV surveillance","year":2025,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Current (fluid); Pandemic; Public health; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05544795,0.000748096,0.001789952,0.0175969,0.0009672891,0.005757593,0.003262429,0.001368772,0.004182347],"category_scores_gemma":[0.1138284,0.0008762063,0.001501586,0.03345741,0.002285992,0.003559787,0.002372114,0.002269777,0.0009228727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0161336,"about_ca_system_score_gemma":0.05894397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2295485,"about_ca_topic_score_gemma":0.3201936,"domain_scores_codex":[0.9696042,0.01260293,0.006460025,0.002089446,0.008293652,0.0009499035],"domain_scores_gemma":[0.8379253,0.08143575,0.01154976,0.004601402,0.06169131,0.002796426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008742545,0.00001652357,0.009166059,0.07254894,0.0004524153,0.00008444105,0.001384341,0.0004601195,0.0001302321,0.004740202,0.07176089,0.8391684],"study_design_scores_gemma":[0.0000313829,0.00009619639,0.03132737,0.2717904,0.001516677,0.0004516602,0.002356658,0.0002707072,0.0003658532,0.00150603,0.6902044,0.0000826525],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008123693,0.9814449,0.0005940446,0.01013192,0.0006541982,0.00007249636,0.001605785,0.0000358314,0.004648415],"genre_scores_gemma":[0.00978436,0.984468,0.001861246,0.0021126,0.0002803598,0.00006506488,0.001140723,0.00002562071,0.000261992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2295485,"threshold_uncertainty_score":0.4564247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544795263300857,"score_gpt":0.2984338894084893,"score_spread":0.2829859367754807,"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."}}