{"id":"W1967803105","doi":"10.1080/14636778.2010.507487","title":"Biobank governance: a lesson in trust","year":2010,"lang":"en","type":"article","venue":"New Genetics and Society","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Genome British Columbia; Genome Canada","keywords":"Biobank; Corporate governance; Transparency (behavior); Public relations; Accountability; Political science; Acknowledgement; Public trust; Public engagement; Public administration; Engineering ethics; Business; Law; Engineering; Biology","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":[0.05503252,0.0006230322,0.001081286,0.001247734,0.01244631,0.02142298,0.002406631,0.01765846,0.004241186],"category_scores_gemma":[0.07883887,0.0007768987,0.001073685,0.001289465,0.07882033,0.0429367,0.01620985,0.02039441,0.001022049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01149916,"about_ca_system_score_gemma":0.02620038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008812459,"about_ca_topic_score_gemma":0.005656678,"domain_scores_codex":[0.9538145,0.03313994,0.001569834,0.00281143,0.004596642,0.004067623],"domain_scores_gemma":[0.9254411,0.05001026,0.00482117,0.00768348,0.005588886,0.006455113],"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":[0.00002443295,0.00002554035,0.0005810304,0.00008553905,0.0000193217,0.0003028854,0.03374407,0.0005288009,0.000115353,0.9339654,0.01720427,0.01340349],"study_design_scores_gemma":[0.00002685971,0.00003375715,0.0001886979,0.0002502016,0.000009083172,0.0001410374,0.01223425,0.0004408269,0.000134756,0.8927974,0.09371473,0.00002845019],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01302919,0.004914558,0.0438027,0.8843657,0.001997634,0.00007418368,0.00002727512,0.00009848711,0.0516904],"genre_scores_gemma":[0.9129141,0.004218738,0.013915,0.05481618,0.001669055,0.0002305011,0.0000338455,0.0001602669,0.01204222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9875537,"threshold_uncertainty_score":0.2910433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2245878715705007,"score_gpt":0.5193485744891884,"score_spread":0.2947607029186876,"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."}}