{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002077976,0.00009362063,0.0001911772,0.00008288411,0.0001297915,0.00005027109,0.00008243612,0.0007093123,0.00009398628],"category_scores_gemma":[0.01017996,0.00008016707,0.0000819843,0.0002030356,0.00008777934,0.00005117115,0.0001404616,0.0009459105,0.00001041214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002474064,"about_ca_system_score_gemma":0.0002539084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007847441,"about_ca_topic_score_gemma":0.00005262868,"domain_scores_codex":[0.9985489,0.00005990562,0.0002872819,0.0003853154,0.0004874453,0.0002311146],"domain_scores_gemma":[0.9962444,0.002518407,0.00005473954,0.0002801098,0.0007684228,0.0001339057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005859829,0.0005404242,0.1653746,0.005427708,0.0001379211,0.00009743846,0.0007628211,5.003407e-7,0.02919783,0.6976751,0.003445245,0.09675446],"study_design_scores_gemma":[0.005697024,0.001019764,0.6042121,0.0005550312,0.0002568819,0.00009078299,0.0007755389,0.001687934,0.01910672,0.2206826,0.1452895,0.0006260661],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7178658,0.01309382,0.001405789,0.2592794,0.0004276733,0.000695908,0.00002330366,0.0001609867,0.007047276],"genre_scores_gemma":[0.9585969,0.0216527,0.01118457,0.005025456,0.001013981,0.000045738,0.00006272282,0.00002480613,0.002393129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4769925,"threshold_uncertainty_score":0.9981577,"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."}}