{"id":"W3153086765","doi":"10.1089/bio.2020.0116","title":"Ethical Challenges for Pediatric Biobanks","year":2021,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Biobank; Vulnerability (computing); Informed consent; Medicine; Population; Family medicine; Political science; Alternative medicine; Environmental health; Bioinformatics; Pathology; Biology; Computer security; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1204596,0.0002840899,0.0005464606,0.001016568,0.01073484,0.0134244,0.0025293,0.006297447,0.00335029],"category_scores_gemma":[0.1133493,0.0005580694,0.0006857292,0.001527488,0.0210862,0.006767222,0.008443555,0.01468653,0.001108047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01104154,"about_ca_system_score_gemma":0.05248656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178824,"about_ca_topic_score_gemma":0.02225832,"domain_scores_codex":[0.8678569,0.1037992,0.00642117,0.003904235,0.01472026,0.003298222],"domain_scores_gemma":[0.8129486,0.1385828,0.008926168,0.007446431,0.01926138,0.01283462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009629554,0.0001360005,0.008462794,0.001003027,0.00005544468,0.004694543,0.1292499,0.001022651,0.001368681,0.5132928,0.142576,0.1980419],"study_design_scores_gemma":[0.00002298115,0.00005304087,0.003284016,0.004232204,0.00002790205,0.004314443,0.0551421,0.0004345588,0.0008597613,0.1278944,0.8036761,0.00005849683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03015575,0.04912844,0.0466305,0.8080256,0.004061411,0.0004796189,0.0001122751,0.0001370571,0.06126933],"genre_scores_gemma":[0.5208544,0.07346397,0.1339093,0.2420232,0.006818515,0.00165252,0.0002303262,0.0003600842,0.02068756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1204596,"threshold_uncertainty_score":0.6370589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.658390929615214,"score_gpt":0.5648666534700002,"score_spread":0.09352427614521375,"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."}}