{"id":"W2993102951","doi":"10.1089/bio.2019.29060.djc.si","title":"A Review of International Biobanks and Networks: Success Factors and Key Benchmarks—A 10-Year Retrospective Review","year":2019,"lang":"en","type":"review","venue":"Biopreservation and Biobanking","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agricultural Research Institute of Ontario; Centre Hospitalier de l’Université de Montréal; University of British Columbia","funders":"","keywords":"Library science; Research centre; Biobank; Watson; History; Medicine; Art history; 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":[0.009209144,0.0008654469,0.003448291,0.01219725,0.000541229,0.003156458,0.001703844,0.001239091,0.002769831],"category_scores_gemma":[0.02391547,0.0006792772,0.00302326,0.02017585,0.001050068,0.003001735,0.001807808,0.001222491,0.0004633498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002937012,"about_ca_system_score_gemma":0.01096878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005683349,"about_ca_topic_score_gemma":0.01637704,"domain_scores_codex":[0.9930419,0.00120601,0.003284495,0.0007743961,0.001416603,0.000276626],"domain_scores_gemma":[0.9734364,0.01644104,0.006466605,0.0003802208,0.00280827,0.0004674758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004274251,0.0000614469,0.01524495,0.5871475,0.006936243,0.0004008416,0.0005755172,0.0002977365,0.0004305618,0.001899574,0.0196072,0.3669709],"study_design_scores_gemma":[0.0001335999,0.0002920786,0.04868035,0.6526908,0.03120485,0.002737679,0.001593412,0.0001520219,0.0004840159,0.0008039475,0.2611055,0.0001218375],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007543174,0.998234,0.00006947959,0.0002080335,0.00005413031,0.00002536918,0.0004426564,0.000003638272,0.0002083504],"genre_scores_gemma":[0.005235708,0.9937843,0.0002424806,0.0002936938,0.00003896308,0.00003499493,0.0003199423,0.00000329458,0.00004665125],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01219725,"threshold_uncertainty_score":0.04870319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0793013306086001,"score_gpt":0.3754290745855828,"score_spread":0.2961277439769827,"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."}}