{"id":"W4295038181","doi":"10.21203/rs.3.rs-1995943/v1","title":"Structural Violence and the Uncertainty of Viral Undetectability for African, Caribbean and Black People Living with HIV in Canada: An Institutional Ethnography","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Structural violence; Criminalization; Health care; Disadvantaged; Stigma (botany); Racism; Ethnography; Health equity; Criminology; Syndemic; Sociology; Medicine; Gender studies; Political science; Nursing; Public health; Psychiatry; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.003741437,0.0006677022,0.000687138,0.002881436,0.02832284,0.007319826,0.002560672,0.001647782,0.003199278],"category_scores_gemma":[0.006440055,0.0005808843,0.0004282919,0.00366001,0.01627144,0.002570719,0.007668566,0.003325129,0.0001760773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05723618,"about_ca_system_score_gemma":0.06567114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9502775,"about_ca_topic_score_gemma":0.9700025,"domain_scores_codex":[0.9962936,0.001523203,0.0001128729,0.0003207437,0.0004037363,0.001345866],"domain_scores_gemma":[0.9942247,0.003019845,0.0004722346,0.0002213863,0.0008599649,0.001201831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009780693,0.00001262156,0.004587734,0.0000336577,0.000002647097,0.0004210164,0.991987,0.00002885316,0.0002326817,0.0008483125,0.0003399803,0.001495644],"study_design_scores_gemma":[6.560958e-7,0.000005526991,0.002407256,0.00006144569,0.000002166526,0.00005380006,0.9942569,0.00004374243,0.00004938374,0.00009252584,0.003019389,0.000007227251],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896383,0.0008900863,0.0005648985,0.002409391,0.00004155173,0.0001531177,0.0002795522,0.00001048589,0.006012603],"genre_scores_gemma":[0.9953468,0.0008529071,0.0004490679,0.0007320049,0.00001320123,0.00008270795,0.0001075106,0.0000212517,0.002394451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05723618,"threshold_uncertainty_score":0.4152795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03990153832220267,"score_gpt":0.3584682792674825,"score_spread":0.3185667409452798,"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."}}