{"id":"W1596614314","doi":"10.24908/ss.v11i1/2.4326","title":"Resisting Public Health Surveillance: Anonymous HIV Testing and the Imperative of Health","year":2013,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Ontario Ministry of Research and Innovation","keywords":"Public health; Context (archaeology); Men who have sex with men; Medicine; Reproductive health; Public health surveillance; Human immunodeficiency virus (HIV); Test (biology); Family medicine; Environmental health; Psychology; Population; Pathology; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.08069492,0.0004641323,0.0008166436,0.002231904,0.006653023,0.01285147,0.002345858,0.009890113,0.001569656],"category_scores_gemma":[0.07935518,0.0005605628,0.000563807,0.00164435,0.07648272,0.02129522,0.01067308,0.01194889,0.0001657089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009286131,"about_ca_system_score_gemma":0.01298621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008297811,"about_ca_topic_score_gemma":0.006729507,"domain_scores_codex":[0.8985913,0.08417894,0.001410011,0.003302205,0.009109575,0.003407974],"domain_scores_gemma":[0.8162608,0.1604173,0.009805843,0.005099657,0.005142171,0.003274419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007027585,0.0001068206,0.008966958,0.000525712,0.00003363657,0.0004647179,0.04612664,0.0003550015,0.0002392004,0.8736261,0.009980367,0.05950444],"study_design_scores_gemma":[0.00005574206,0.0003185237,0.01006243,0.003117023,0.00004694713,0.001162653,0.05469006,0.002194741,0.001014633,0.779487,0.147676,0.0001743872],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05627193,0.02274293,0.01971514,0.8450493,0.001471178,0.0001182698,0.00004493336,0.00003887861,0.05454752],"genre_scores_gemma":[0.8825255,0.007937163,0.008370425,0.09694383,0.001724908,0.0002000342,0.00002059708,0.00002920018,0.002248201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.993347,"threshold_uncertainty_score":0.4267606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04809781227600701,"score_gpt":0.3358121527093627,"score_spread":0.2877143404333557,"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."}}