{"id":"W4378516756","doi":"10.3390/ijerph20105783","title":"Partnering with First Nations in Northern British Columbia Canada to Reduce Inequity in Access to Genomic Research","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Northern British Columbia; University of British Columbia","funders":"BC Cancer Foundation; Provincial Health Services Authority; Genome British Columbia; First Nations Health Authority; University of Northern British Columbia","keywords":"Biobank; Indigenous; General partnership; Corporate governance; Community engagement; Health equity; Public relations; Political science; Inclusion (mineral); Economic growth; Health care; Medicine; Sociology; Business; Social science; 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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.00722293,0.0002461894,0.0003266699,0.000821198,0.01692916,0.003948194,0.00131084,0.001040773,0.01105839],"category_scores_gemma":[0.01152734,0.0002716152,0.0002387169,0.001183312,0.003214488,0.001372277,0.00571826,0.002459168,0.0006162575],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03688744,"about_ca_system_score_gemma":0.204689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9445399,"about_ca_topic_score_gemma":0.9868579,"domain_scores_codex":[0.9952664,0.002145068,0.00008605725,0.0002943749,0.0005452883,0.00166287],"domain_scores_gemma":[0.9797047,0.002428806,0.0007714999,0.0005347804,0.002690095,0.01387008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004189163,0.0005556871,0.1808701,0.00123462,0.0001077585,0.005810394,0.1845156,0.0006195437,0.004059227,0.02648769,0.2527138,0.3426068],"study_design_scores_gemma":[0.0001292182,0.0001992222,0.1938198,0.002989562,0.00008552056,0.001078998,0.2602285,0.000748792,0.001243583,0.009505434,0.5297943,0.0001770255],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5585273,0.01995705,0.006548241,0.2369971,0.001769362,0.001517921,0.001069119,0.0002472016,0.1733667],"genre_scores_gemma":[0.9050961,0.007157621,0.007823311,0.03619591,0.000105673,0.0009246058,0.0004083022,0.00009257903,0.04219586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9986892,"threshold_uncertainty_score":0.2676383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4766758625068454,"score_gpt":0.5802845037742028,"score_spread":0.1036086412673574,"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."}}