{"id":"W2950038206","doi":"10.1089/bio.2019.0015","title":"Canadian Tissue Repository Network Biobank Certification Program: Update and Review of the Program from 2011 to 2018","year":2019,"lang":"en","type":"review","venue":"Biopreservation and Biobanking","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Genome Canada; Centre Hospitalier de l’Université de Montréal; University of British Columbia","funders":"Canadian Institutes of Health Research; Cancer Research Society","keywords":"Biobank; Certification; Documentation; Audit; Quality (philosophy); Business; Biorepository; Engineering management; Computer science; Engineering; Political science; Accounting; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02921692,0.0009754555,0.001463765,0.02387737,0.002676064,0.004052207,0.005302131,0.002100027,0.007316732],"category_scores_gemma":[0.05945708,0.0007862643,0.001384883,0.02450726,0.002153438,0.002912799,0.002614781,0.002465117,0.00205577],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06449943,"about_ca_system_score_gemma":0.2802943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7326162,"about_ca_topic_score_gemma":0.8229458,"domain_scores_codex":[0.9830305,0.002126504,0.001903799,0.0008399012,0.01095559,0.001143684],"domain_scores_gemma":[0.8971066,0.008484913,0.005613362,0.00140837,0.0837773,0.003609408],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001156011,0.00006104421,0.001477845,0.02500902,0.0001043679,0.0001662672,0.0005765603,0.000355324,0.0003064569,0.008560602,0.4377383,0.5255285],"study_design_scores_gemma":[0.00002313525,0.00002201286,0.003206557,0.0220842,0.0001279392,0.0001322764,0.0001376036,0.00005403018,0.00018806,0.000247312,0.9737463,0.00003059479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001362502,0.9030684,0.001476702,0.02868896,0.00554322,0.001492763,0.006972145,0.0001958133,0.0511995],"genre_scores_gemma":[0.01070063,0.9509674,0.005335521,0.01072414,0.0008204643,0.001192621,0.006512197,0.00009916486,0.01364787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9707831,"threshold_uncertainty_score":0.537917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4415548005708944,"score_gpt":0.5355834244500368,"score_spread":0.0940286238791424,"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."}}