{"id":"W2316174800","doi":"10.1089/bio.2014.1263","title":"What Are Some of the ELSI Challenges of International Collaborations Involving Biobanks, Global Sample Collection, and Genomic Data Sharing and How Should They Be Addressed?","year":2014,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Biobank; Library science; Population; Political science; Data sharing; Sociology; Medicine; Biology; Genetics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch","open_science"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2099457,0.001225361,0.002020391,0.00244434,0.01167389,0.02924792,0.008096498,0.01268376,0.01704565],"category_scores_gemma":[0.2154672,0.001096873,0.001553322,0.004272935,0.0162551,0.03353627,0.01705766,0.01538173,0.003946659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01073816,"about_ca_system_score_gemma":0.07667542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0247617,"about_ca_topic_score_gemma":0.03871183,"domain_scores_codex":[0.9086564,0.06095613,0.004980887,0.003750128,0.01032728,0.01132912],"domain_scores_gemma":[0.6859364,0.1664128,0.02585168,0.01439505,0.06093314,0.04647097],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005957853,0.0008573264,0.03636591,0.006247952,0.0006253877,0.00153641,0.02775139,0.002813506,0.001368241,0.2731113,0.225433,0.4232936],"study_design_scores_gemma":[0.0002073437,0.0003057828,0.01615744,0.009385463,0.0002140159,0.001512881,0.120744,0.003381649,0.001234608,0.3671743,0.4793267,0.0003557828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006351272,0.01070642,0.01326429,0.9508566,0.004058779,0.0001616508,0.0002253264,0.0001606172,0.01421505],"genre_scores_gemma":[0.3875778,0.04425895,0.1387152,0.3987803,0.01403247,0.002147392,0.001260355,0.000560012,0.01266733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9919035,"threshold_uncertainty_score":0.9742776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2159882530611718,"score_gpt":0.3458360940649347,"score_spread":0.1298478410037628,"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."}}