{"id":"W2224125648","doi":"10.6084/m9.figshare.1556172.v1","title":"IRIDA: A Federated Platform Enabling Richer Genomic Epidemiology Analysis in a Public Health Environment.","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Public health; Agency (philosophy); Gerontology; Medicine; Sociology; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006384088,0.001569824,0.001517475,0.003099074,0.001189828,0.004271194,0.004316142,0.001699726,0.01973504],"category_scores_gemma":[0.01756761,0.001047843,0.002768803,0.00256456,0.0007807289,0.003674144,0.007505269,0.001995738,0.01053371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617748,"about_ca_system_score_gemma":0.004455567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0237372,"about_ca_topic_score_gemma":0.02542128,"domain_scores_codex":[0.9981651,0.0003978296,0.000187431,0.0005735834,0.0005109032,0.0001651702],"domain_scores_gemma":[0.9911946,0.003182404,0.0004823834,0.002828476,0.001151674,0.001160462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005655631,0.0007304329,0.02783998,0.003166401,0.002259377,0.001973858,0.002250369,0.03039673,0.03523517,0.02990116,0.6007089,0.259882],"study_design_scores_gemma":[0.001252152,0.0003039377,0.02232321,0.0007928513,0.0006458295,0.001179994,0.000849126,0.2194255,0.02620495,0.09029221,0.6360556,0.0006746646],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.01115241,0.00117885,0.3590405,0.002054358,0.0006656562,0.0007179324,0.1544817,0.4583002,0.01240842],"genre_scores_gemma":[0.1092783,0.001367498,0.5504186,0.00255647,0.000234031,0.001342918,0.2993937,0.02460799,0.01080052],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.0237372,"threshold_uncertainty_score":0.06602025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1306845581080125,"score_gpt":0.3069655032121041,"score_spread":0.1762809451040916,"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."}}