{"id":"W2005572712","doi":"10.1089/bio.2011.0018","title":"The Human Face of Biobank Networks for Translational Research","year":2011,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; BC Cancer Agency","funders":"","keywords":"Biobank; Translational research; Face (sociological concept); Biorepository; Computational biology; Biology; Bioinformatics; Biotechnology; Sociology","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":[0.005833669,0.00006763926,0.0001283161,0.00009086358,0.0004834988,0.00003079902,0.0001975347,0.0002249246,0.00005008559],"category_scores_gemma":[0.001840571,0.00004476485,0.00006485916,0.0002639397,0.0005611148,0.00006377714,0.00007945107,0.0005560102,0.000001577098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001416613,"about_ca_system_score_gemma":0.00009538589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001196441,"about_ca_topic_score_gemma":0.0001728157,"domain_scores_codex":[0.9984412,0.00008596748,0.0003660564,0.0002134835,0.0006308594,0.0002625021],"domain_scores_gemma":[0.9956273,0.003054589,0.00007319771,0.0002730428,0.0008986138,0.00007324966],"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":[0.0008106743,0.0002185611,0.2042605,0.0003802204,0.0001033904,0.000001808979,0.001242701,0.000003968948,0.02028077,0.7516481,0.001430916,0.01961838],"study_design_scores_gemma":[0.002474843,0.001118333,0.6631134,0.0004616322,0.00004616053,0.000004652144,0.0008150451,0.009096245,0.016783,0.2861932,0.01968852,0.0002049872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607419,0.001979836,0.01162307,0.0127618,0.0002171371,0.001856969,0.00002109283,0.00005714934,0.01074108],"genre_scores_gemma":[0.9960988,0.0004234809,0.001952765,0.0001046749,0.0001428467,0.00003639115,0.00002156028,0.00001149651,0.001208004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4654549,"threshold_uncertainty_score":0.371873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7982350347568402,"score_gpt":0.5941375488888387,"score_spread":0.2040974858680015,"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."}}