{"id":"W2948783018","doi":"10.5694/mja2.50219","title":"Inclusion of Indigenous Australians in biobanks: a step to reducing inequity in health care","year":2019,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biobank; Indigenous; Inclusion (mineral); Health equity; Health care; Medicine; Political science; Environmental health; Sociology; Social science; Law; Biology","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":[0.1371563,0.0006787918,0.00166279,0.002803984,0.01616618,0.01305781,0.007861556,0.006456442,0.01999993],"category_scores_gemma":[0.1887123,0.001330069,0.001589435,0.003394718,0.008457907,0.01819833,0.04325767,0.01322091,0.003029708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009363879,"about_ca_system_score_gemma":0.1004576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0728111,"about_ca_topic_score_gemma":0.08947191,"domain_scores_codex":[0.9060808,0.06813409,0.004179114,0.002902266,0.01138026,0.007323337],"domain_scores_gemma":[0.8128403,0.05088864,0.01585923,0.0222122,0.03336918,0.06483046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002938263,0.001408079,0.04966858,0.003744279,0.000227629,0.00181618,0.1625468,0.0003409805,0.001750556,0.03481466,0.2026221,0.5407664],"study_design_scores_gemma":[0.0002382259,0.001100766,0.09500983,0.01798064,0.0002617812,0.001479235,0.1344581,0.001334261,0.001001866,0.07566376,0.6711313,0.0003402855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06301571,0.01211232,0.02683718,0.8548253,0.004123844,0.003501804,0.0004039732,0.0004769925,0.03470294],"genre_scores_gemma":[0.4914911,0.02169467,0.1366346,0.3121002,0.006024789,0.00903117,0.0008623041,0.000443465,0.02171775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1371563,"threshold_uncertainty_score":0.7253608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2753601885478938,"score_gpt":0.57533263012413,"score_spread":0.2999724415762362,"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."}}