{"id":"W2073850619","doi":"10.1542/peds.2011-0134","title":"Translational Research in Pediatrics: Tissue Sampling and Biobanking","year":2011,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Children’s Health Research Institute; Translational Research in Oncology","funders":"","keywords":"Biobank; Translational research; Medicine; Procurement; Biorepository; Clinical research; Translational medicine; Health care; Quality (philosophy); Engineering ethics; Pathology; Bioinformatics; Business; Marketing; Engineering; Economic growth","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"],"consensus_categories":[],"category_scores_codex":[0.01934002,0.0009142107,0.001881087,0.003492012,0.00102955,0.003397913,0.001852789,0.003852074,0.002709378],"category_scores_gemma":[0.02513663,0.0005166291,0.000761832,0.00438731,0.006189408,0.004551473,0.002724767,0.005135692,0.00176014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003064825,"about_ca_system_score_gemma":0.009255242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001719816,"about_ca_topic_score_gemma":0.002676793,"domain_scores_codex":[0.9861937,0.008536056,0.001305533,0.0005966628,0.003086526,0.0002815294],"domain_scores_gemma":[0.9685715,0.02482285,0.002425491,0.0009648058,0.002679025,0.0005362315],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002946123,0.00007211778,0.00104031,0.016016,0.00005992988,0.0006627484,0.0009266246,0.0002940634,0.0004985071,0.04704285,0.04252096,0.8908366],"study_design_scores_gemma":[0.0000211462,0.00005998949,0.002706762,0.02734643,0.00005020581,0.005222653,0.00106662,0.00009909373,0.0006473029,0.02536737,0.9373754,0.00003710671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001447933,0.9872745,0.001843041,0.007037044,0.001000032,0.0000394007,0.000009844654,0.000009944499,0.002641403],"genre_scores_gemma":[0.001873704,0.9920333,0.002741136,0.001904413,0.0008143643,0.00006729109,0.00001948956,0.000005126327,0.0005411827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.98066,"threshold_uncertainty_score":0.102281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8662771555819601,"score_gpt":0.6844275228347596,"score_spread":0.1818496327472005,"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."}}