{"id":"W3213068415","doi":"10.1016/j.xgen.2021.100030","title":"GA4GH Passport standard for digital identity and access permissions","year":2021,"lang":"en","type":"article","venue":"Cell Genomics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Genomics; Systems, Applications & Products in Data Processing (Canada); McGill University; Google (Canada)","funders":"U.S. National Library of Medicine; National Cancer Institute; Canadian Open Neuroscience Platform; Horizon 2020 Framework Programme; Academy of Finland; European Bioinformatics Institute; University of Chicago; Harvard University; Google; Bayer; Novartis; European Commission; Broad Institute; International Business Machines Corporation; National Human Genome Research Institute; Wellcome Trust; Intel Corporation","keywords":"Data sharing; Computer science; Data access; Identity management; Implementation; World Wide Web; Big data; Data Protection Act 1998; Data quality; Access management; Identity (music); Data management; Authentication (law); Computer security; Internet privacy; Data science; Database; Business; Service (business)","routes":{"ca_aff":true,"ca_fund":true,"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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.03162887,0.001137247,0.001084785,0.004197585,0.004175704,0.01674059,0.004964609,0.009765111,0.02237674],"category_scores_gemma":[0.06903678,0.001647403,0.001879121,0.003758925,0.005647596,0.01434453,0.0123475,0.01010401,0.02397889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006219223,"about_ca_system_score_gemma":0.0195982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285144,"about_ca_topic_score_gemma":0.009254419,"domain_scores_codex":[0.9447985,0.01914056,0.007963235,0.003657375,0.01951516,0.004925238],"domain_scores_gemma":[0.9357704,0.01669245,0.00315555,0.02451027,0.01784534,0.002025865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001763354,0.0001090148,0.001090138,0.0003364667,0.00002805953,0.0005413351,0.001617215,0.001574422,0.002409835,0.8101514,0.127504,0.05446181],"study_design_scores_gemma":[0.00007591618,0.00007349942,0.000709658,0.0006134881,0.00003701532,0.0007306507,0.0004747912,0.003643479,0.004306112,0.1314721,0.8577448,0.0001185666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009206337,0.0011084,0.6235608,0.01380641,0.002167991,0.004864157,0.00659715,0.02338428,0.3153044],"genre_scores_gemma":[0.1622323,0.002236754,0.580079,0.01930254,0.001121153,0.01231375,0.02284948,0.005857731,0.1940073],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9950354,"threshold_uncertainty_score":0.1672715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4650920793697197,"score_gpt":0.5794638595990629,"score_spread":0.1143717802293431,"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."}}