{"id":"W2005436453","doi":"10.1002/qaj.425","title":"Towards norms for accreditation of biobanks for human health and medical research: compilation of existing guidelines into an ISO certification/accreditation norm‐compatible format","year":2007,"lang":"en","type":"article","venue":"The Quality Assurance Journal","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome Canada","funders":"","keywords":"Accreditation; Biobank; Certification; Standardization; Quality assurance; Certification and Accreditation; Norm (philosophy); Sample (material); Business; Computer science; Engineering management; Knowledge management; Medical education; Engineering; Medicine; Political science; Operations management; Biology; Bioinformatics; Chemistry","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.25586,0.00125053,0.001775423,0.01016202,0.004311915,0.01383215,0.00581874,0.006395931,0.002080435],"category_scores_gemma":[0.3203966,0.001468642,0.001853027,0.006687759,0.007714726,0.008204884,0.006928169,0.009665938,0.002444802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008042932,"about_ca_system_score_gemma":0.04769473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032417,"about_ca_topic_score_gemma":0.009788164,"domain_scores_codex":[0.7269928,0.117316,0.0718145,0.005692979,0.07407545,0.00410822],"domain_scores_gemma":[0.5050769,0.1566881,0.03349574,0.04751561,0.2507554,0.006468228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001624027,0.001386546,0.01147168,0.003786834,0.0001751902,0.001072436,0.01731545,0.007128406,0.0100289,0.3775313,0.1469897,0.4229512],"study_design_scores_gemma":[0.0002077717,0.0006343606,0.01869106,0.01450526,0.0002890714,0.001343119,0.01363759,0.03284888,0.01928912,0.1677613,0.7300671,0.0007254374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01609111,0.002525403,0.8801609,0.03597232,0.003515045,0.007591213,0.0008426299,0.002632602,0.05066876],"genre_scores_gemma":[0.04687632,0.001855389,0.9337006,0.003816358,0.0005393819,0.0052446,0.001823845,0.0006058749,0.005537598],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.25586,"threshold_uncertainty_score":0.9176571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8827511086575796,"score_gpt":0.728603880637676,"score_spread":0.1541472280199035,"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."}}