{"id":"W2267989927","doi":"10.1159/000346772","title":"Genomics Research: The Underpinning of Infectious Disease Prevention and Control Strategies","year":2013,"lang":"en","type":"editorial","venue":"Public Health Genomics","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Infectious disease (medical specialty); Genomics; Health care; Disease; Agency (philosophy); Public relations; Medicine; Political science; Biology; Genome; Genetics; Sociology; Social science; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007195491,0.0003821682,0.00100627,0.0004800561,0.0005695826,0.0004497752,0.0003629007,0.0005172548,0.000122322],"category_scores_gemma":[0.003284414,0.0002959071,0.0001915336,0.0004025176,0.0005005724,0.0002706486,0.000194593,0.001808938,0.00002285946],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367387,"about_ca_system_score_gemma":0.04813778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002000377,"about_ca_topic_score_gemma":0.0001307805,"domain_scores_codex":[0.9945583,0.001109607,0.00123688,0.0006580367,0.00115245,0.001284756],"domain_scores_gemma":[0.9930854,0.001871481,0.0008016073,0.0009971267,0.001299508,0.001944844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002373853,0.000612556,0.0002834425,0.005742985,0.0003538541,0.000006957574,0.001577106,0.00002676033,0.000003672728,0.007568989,0.9243044,0.05928192],"study_design_scores_gemma":[0.001980223,0.0008730851,0.001898878,0.0002464633,0.0001025769,0.000005372493,0.002258286,0.0007481836,1.043137e-7,0.004537974,0.9871352,0.0002136001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.05957472,0.03478358,0.008462146,0.1390949,0.729588,0.01689695,0.002148484,0.0003940823,0.009057152],"genre_scores_gemma":[0.309142,0.02404768,0.0004318829,0.003125655,0.6586232,0.0006625719,0.002057626,0.000311102,0.001598273],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2495673,"threshold_uncertainty_score":0.9999493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0886253628384246,"score_gpt":0.3985302417196186,"score_spread":0.3099048788811941,"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."}}