{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000706591,0.00008049901,0.0002134701,0.00003071038,0.0001134235,0.0002120984,0.0001512803,0.0001841113,0.0001620991],"category_scores_gemma":[0.003972929,0.00007514728,0.00009196727,0.00009145317,0.0001308177,0.0001611825,0.000349745,0.0005099241,0.00001405291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009215146,"about_ca_system_score_gemma":0.001080594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003312915,"about_ca_topic_score_gemma":0.00003291081,"domain_scores_codex":[0.9988763,0.00001084421,0.0002493397,0.0003157167,0.0003268192,0.0002209899],"domain_scores_gemma":[0.9973466,0.001488052,0.00004383059,0.0003536443,0.0004798722,0.0002879563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003705012,0.002568929,0.6640691,0.009906018,0.00065348,0.002214559,0.003141765,0.00005579427,0.120629,0.06556085,0.04707792,0.08041763],"study_design_scores_gemma":[0.007963655,0.0009277986,0.0555414,0.000408596,0.0003324464,0.0001847311,0.002377715,0.000579986,0.07746453,0.2813734,0.5720902,0.0007555905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690865,0.0007001787,0.005341265,0.003162847,0.000237725,0.0003845216,0.0001875142,0.00002854041,0.02087091],"genre_scores_gemma":[0.9656337,0.002694349,0.004578414,0.0007894187,0.0003111037,0.00001757481,0.0001152989,0.0000409197,0.02581916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6085277,"threshold_uncertainty_score":0.4756254,"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."}}