{"id":"W4406389667","doi":"10.1186/s12910-025-01161-0","title":"Navigating ethics in HIV data and biomaterial management within Black, African, and Caribbean communities in Canada","year":2025,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Nine Circles Community Health Centre; Women's Health In Women's Hands; Manitoba Health; Winnipeg Regional Health Authority; University of Manitoba; Research Manitoba; Impact","funders":"Canadian Institutes of Health Research","keywords":"Philosophy of medicine; Human immunodeficiency virus (HIV); Environmental ethics; Anthropology; Sociology; Medicine; Political science; Family medicine; Philosophy; Alternative medicine; Pathology","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00751727,0.0002990068,0.0003733697,0.001295785,0.04122047,0.007847721,0.002237871,0.001151938,0.002664132],"category_scores_gemma":[0.01149434,0.0003342974,0.0002849398,0.002085582,0.01296068,0.001395411,0.007979659,0.002214053,0.0001248994],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08843886,"about_ca_system_score_gemma":0.3383154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845052,"about_ca_topic_score_gemma":0.9934471,"domain_scores_codex":[0.9918005,0.003079997,0.0001944263,0.0004723085,0.001599359,0.00285347],"domain_scores_gemma":[0.9830063,0.004099128,0.001307958,0.0003605681,0.003789051,0.00743696],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000119912,0.0001577274,0.07806451,0.0004786788,0.00003418848,0.003736693,0.8255869,0.0002931498,0.001789337,0.01439334,0.007280644,0.06806494],"study_design_scores_gemma":[0.00001168145,0.00003607813,0.02770435,0.0005137782,0.00002041087,0.0004441231,0.9222658,0.0002456773,0.0003584719,0.00228511,0.04606301,0.0000515571],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474719,0.003564633,0.001239866,0.02509118,0.00009482798,0.0003098284,0.0001318138,0.00002383087,0.02207224],"genre_scores_gemma":[0.9918483,0.001262217,0.001212447,0.002531952,0.000009259331,0.00006591424,0.00003301134,0.00001200871,0.003024911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9988481,"threshold_uncertainty_score":0.6416719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4159951535292417,"score_gpt":0.5440040839997995,"score_spread":0.1280089304705578,"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."}}