{"id":"W1508622163","doi":"","title":"Biobanking of blood and bone marrow: emerging challenges for custodians of public resources.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Biobank; Custodians; Business; Compromise; Value (mathematics); Transplantation; Public relations; Institution; Bone marrow transplantation; Medicine; Resource (disambiguation); Process (computing); Internet privacy; Political science; Bioinformatics; Law; Computer science; Biology; Geography","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":[0.0005606425,0.00006039799,0.0002023136,0.0001362095,0.00002695676,0.00000611818,0.00003658085,0.0001287811,0.00001635251],"category_scores_gemma":[0.0001653138,0.00004585002,0.00004651938,0.00009933029,0.0002935445,0.00004616345,0.00002687293,0.00007894734,2.435567e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005676914,"about_ca_system_score_gemma":0.00001537232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004088878,"about_ca_topic_score_gemma":0.00001068625,"domain_scores_codex":[0.9992481,0.00001804805,0.0002300566,0.0001253091,0.0001861674,0.0001923194],"domain_scores_gemma":[0.9994345,0.00006993521,0.0001171231,0.0001198606,0.0001359489,0.0001225763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001524321,0.0001285285,0.002338078,0.0009543894,0.0001021434,7.61506e-7,0.0008487037,1.469657e-7,0.004116745,0.003829615,0.0001336266,0.987532],"study_design_scores_gemma":[0.003867376,0.0002015485,0.9530497,0.0002032895,0.0003353034,0.00002968834,0.001042548,0.0004524419,0.006218284,0.008107395,0.02629461,0.000197829],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.922511,0.01275904,0.0001739667,0.06136519,0.00009748813,0.00112835,0.000006628385,0.00002649371,0.001931823],"genre_scores_gemma":[0.9982042,0.0007734435,0.0004141593,0.00007388341,0.00009081612,0.0002335503,0.000005796736,0.00001041128,0.0001937859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9873342,"threshold_uncertainty_score":0.1869709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05346185263955238,"score_gpt":0.248071191462129,"score_spread":0.1946093388225766,"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."}}