{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03867772,0.0007732656,0.001401698,0.005371796,0.002113389,0.005591484,0.004767698,0.005587755,0.03299848],"category_scores_gemma":[0.03591878,0.001407521,0.00198915,0.005029869,0.002202497,0.002385024,0.004441098,0.007839086,0.03135282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00473336,"about_ca_system_score_gemma":0.02950878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01584497,"about_ca_topic_score_gemma":0.02190903,"domain_scores_codex":[0.9621592,0.01460756,0.007682458,0.001545344,0.01041619,0.003589233],"domain_scores_gemma":[0.9620814,0.006999457,0.002547173,0.00707496,0.01893164,0.00236549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002605802,0.0002950142,0.0009946928,0.001300304,0.00003800366,0.0005996297,0.0006191999,0.0003711237,0.004704508,0.02350752,0.7847643,0.182545],"study_design_scores_gemma":[0.0000510069,0.00005820135,0.002552468,0.0005635347,0.00001658882,0.0006139226,0.000183784,0.0001354229,0.001323936,0.002088603,0.9923809,0.00003151012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.008492701,0.02608802,0.1930174,0.1220141,0.01632527,0.01619583,0.01416859,0.009505207,0.5941929],"genre_scores_gemma":[0.0284671,0.0186452,0.3880376,0.07468703,0.002484526,0.02103217,0.03586094,0.002856612,0.4279289],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03867772,"threshold_uncertainty_score":0.2045498,"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."}}