{"id":"W2810624681","doi":"10.1007/978-3-319-90563-1_13","title":"The Governance Framework of North American Biobanks: A Rapidly Evolving Policy Patchwork","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Biobank; Corporate governance; Legislation; Political science; Public administration; Business; Law; Finance; Biology; Bioinformatics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.04971156,0.0004869514,0.0009311413,0.001769214,0.01007773,0.02909712,0.00304318,0.01091567,0.004027264],"category_scores_gemma":[0.03442314,0.0009015597,0.0004621738,0.004160572,0.03917367,0.01735935,0.005718536,0.0199745,0.0006406323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02552948,"about_ca_system_score_gemma":0.06464348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04188292,"about_ca_topic_score_gemma":0.09868339,"domain_scores_codex":[0.9762011,0.01526656,0.0006023151,0.001811986,0.004552398,0.001565691],"domain_scores_gemma":[0.9597103,0.03008889,0.001268132,0.001667629,0.003940077,0.003325046],"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":[0.000001622641,0.00001089856,0.00008217306,0.00002620514,0.000002567733,0.0000178116,0.001519782,0.0001366795,0.00002908598,0.9720937,0.01899618,0.007083295],"study_design_scores_gemma":[0.000006212945,0.000005960987,0.0005768184,0.0006833934,0.000004923073,0.00004469786,0.003414594,0.0004978317,0.00006007261,0.7427847,0.2518978,0.00002299179],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005098149,0.03205117,0.01661457,0.7823665,0.003234917,0.00005549586,0.00006018793,0.00006982654,0.1604491],"genre_scores_gemma":[0.4767934,0.07392211,0.05040194,0.2996292,0.01104945,0.0007531336,0.0001539557,0.0004039309,0.08689289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9899223,"threshold_uncertainty_score":0.262903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436751245324242,"score_gpt":0.4765419044277293,"score_spread":0.3328667798953051,"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."}}