{"id":"W2235097082","doi":"10.3389/fpubh.2015.00264","title":"Building International Genomics Collaboration for Global Health Security","year":2015,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Foreign Affairs and International Trade Canada; Defense Threat Reduction Agency; U.S. Department of State","keywords":"Genomics; Procurement; Data science; Data sharing; Genome; Computer science; Medicine; Business; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04899025,0.001225075,0.0005991877,0.003148816,0.01005978,0.009771305,0.002629205,0.005333189,0.07099255],"category_scores_gemma":[0.02594039,0.0005768792,0.0009253544,0.002716294,0.002807426,0.01021605,0.03171554,0.008644749,0.01409024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006678949,"about_ca_system_score_gemma":0.06493124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003555377,"about_ca_topic_score_gemma":0.004226792,"domain_scores_codex":[0.9761319,0.01386813,0.0008043182,0.001882538,0.002406301,0.004906827],"domain_scores_gemma":[0.9367279,0.005455915,0.002368746,0.005054698,0.01140639,0.03898636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003100104,0.001024701,0.01719719,0.0005663593,0.0001318253,0.0009546205,0.008106864,0.001142594,0.003237019,0.2223452,0.4676772,0.2773064],"study_design_scores_gemma":[0.0001076184,0.0001670706,0.004256219,0.0004513355,0.00002482404,0.0003637159,0.007359689,0.0003985556,0.0006181839,0.034343,0.9518744,0.00003544524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02443798,0.01006273,0.05523916,0.5726396,0.01735151,0.00276872,0.001532847,0.001587621,0.3143798],"genre_scores_gemma":[0.4375629,0.0098308,0.1489962,0.1837897,0.006450867,0.006200796,0.005692781,0.001416555,0.2000595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07099255,"threshold_uncertainty_score":0.2590883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03237340937238268,"score_gpt":0.3615108100867456,"score_spread":0.3291374007143629,"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."}}