{"id":"W3007258543","doi":"10.1089/bio.2020.29064.sod","title":"The Experts Speak on Biobank Education","year":2020,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"World Health Organization","keywords":"Biobank; Library science; Agency (philosophy); Political science; Medicine; Medical education; Sociology; Social science; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.03055855,0.002015776,0.002147073,0.002758179,0.009784624,0.01635141,0.00261545,0.05391887,0.03402347],"category_scores_gemma":[0.119018,0.001207457,0.001515315,0.001581212,0.007380882,0.01167849,0.01008506,0.05095772,0.01699143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006219824,"about_ca_system_score_gemma":0.0268427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006108072,"about_ca_topic_score_gemma":0.008432452,"domain_scores_codex":[0.970162,0.00815403,0.003321981,0.001823171,0.01086306,0.005675659],"domain_scores_gemma":[0.845914,0.06841912,0.006408933,0.00407675,0.04496638,0.03021483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002401434,0.000028172,0.0001826501,0.0001478973,0.000006590435,0.0002614877,0.001333061,0.00003338043,0.00021056,0.006373919,0.9826621,0.008736193],"study_design_scores_gemma":[0.00001459364,0.00001211756,0.0003598928,0.0004842058,0.00000818468,0.0001702247,0.003492741,0.00004606125,0.0001297127,0.003906522,0.9913507,0.00002509672],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0002707618,0.002929514,0.0003215041,0.8843702,0.09979276,0.00003386371,0.00004463189,0.00002522587,0.01221153],"genre_scores_gemma":[0.009892213,0.004502702,0.000695231,0.8274719,0.06280751,0.0001556525,0.0001162818,0.0001450957,0.09421341],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05391887,"threshold_uncertainty_score":0.161611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5791079044055323,"score_gpt":0.5495596190010952,"score_spread":0.0295482854044371,"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."}}