{"id":"W3044703868","doi":"10.1089/bio.2020.29071.djc","title":"Pediatric Biobanking: Kids Are Not Just Little Adults","year":2020,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Children's Hospital","funders":"","keywords":"Biobank; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001535887,0.000157041,0.0002412964,0.000136538,0.000150109,0.00004088876,0.0001053718,0.0001621968,0.00005168204],"category_scores_gemma":[0.0006895409,0.0001287689,0.00005092024,0.0005543074,0.00006992047,0.0001512499,0.000116317,0.0002222739,0.00003779606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002665383,"about_ca_system_score_gemma":0.00005390036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000456475,"about_ca_topic_score_gemma":0.000003238572,"domain_scores_codex":[0.9987019,0.00001996344,0.0002844216,0.0004752463,0.0002550074,0.0002634619],"domain_scores_gemma":[0.9992316,0.00002854518,0.0001560661,0.0002554287,0.0001712961,0.0001570316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004308395,0.00007898399,0.9705623,0.0009610795,0.00001821307,0.00002495248,0.0004286016,8.012793e-7,0.005910779,0.001361522,0.004014529,0.01620742],"study_design_scores_gemma":[0.001590499,0.0004434369,0.9434384,0.0001236815,0.00006730296,0.00001952588,0.000700337,0.0007153257,0.01255661,0.0002072338,0.03986626,0.0002714608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615263,0.00134799,0.0001071539,0.03554826,0.0001410015,0.0003975559,0.00001173586,0.0003815874,0.0005383646],"genre_scores_gemma":[0.9935645,0.0007731358,0.001032051,0.003683575,0.0008009585,0.00001685318,0.00003127744,0.00001659125,0.0000810604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03585173,"threshold_uncertainty_score":0.5251045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065676900754919,"score_gpt":0.3062646940463261,"score_spread":0.1996970039708342,"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."}}