{"id":"W2010523426","doi":"10.1089/bio.2010.8101","title":"Molecular Medicine Ireland Guidelines for Standardized Biobanking","year":2010,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Biobank; Library science; Medicine; Political science; History; Family medicine; Bioinformatics; Biology","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":[0.0004551506,0.0001707858,0.0001584583,0.00006723572,0.0001933257,0.00003326234,0.0001859105,0.0002473301,0.00002335192],"category_scores_gemma":[0.0003633184,0.0001399023,0.00006867386,0.0001006878,0.00016148,0.000005835088,0.000103731,0.00009804871,8.50446e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004177904,"about_ca_system_score_gemma":0.00003004897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003348667,"about_ca_topic_score_gemma":0.00004765902,"domain_scores_codex":[0.9989565,0.00002163604,0.0003001527,0.0003990103,0.0001152401,0.0002074522],"domain_scores_gemma":[0.9990445,0.00001513931,0.0001217877,0.0003441563,0.0004065294,0.00006792977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003926241,0.00001136666,0.0020794,0.000014054,0.00002275402,4.716742e-7,0.000009425857,0.000001645568,0.9759317,0.01010229,0.004233938,0.007553687],"study_design_scores_gemma":[0.0009219961,0.0001950695,0.00132741,0.00002663631,0.00003216761,0.0000172745,0.0000228695,0.0004549161,0.4118533,0.003676388,0.5812138,0.0002581592],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8500518,0.0009938078,0.1405342,0.00642059,0.0002044618,0.0006657576,0.00005411896,0.00007445201,0.001000872],"genre_scores_gemma":[0.9432209,0.0003840233,0.05197207,0.002785041,0.0005732893,0.0001891449,0.0006232425,0.00003601192,0.0002163302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5769799,"threshold_uncertainty_score":0.5705048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04181152165407674,"score_gpt":0.3584800377361271,"score_spread":0.3166685160820504,"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."}}