{"id":"W6920684692","doi":"10.6084/m9.figshare.26572399.v1","title":"Additional file 1 of Public health emergency preparedness for infectious disease emergencies: a scoping review of recent evidence","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Ottawa; Government of Ontario; Public Health Ontario","funders":"","keywords":"Infectious disease (medical specialty); Public health; Preparedness; Emergency management; Emergency response; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007509968,0.00009849668,0.0001590822,0.00003100786,0.00004023254,0.000007164321,0.0001269951,0.00004227959,0.8968217],"category_scores_gemma":[0.005718559,0.00009587819,0.0001645381,0.0001711299,0.000008755856,0.000009676824,0.0000420106,0.00003571942,0.00002425794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001999358,"about_ca_system_score_gemma":0.00111998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002960092,"about_ca_topic_score_gemma":0.00002694377,"domain_scores_codex":[0.9990792,0.00004415166,0.0003494348,0.0002444241,0.0001238295,0.0001589488],"domain_scores_gemma":[0.9991263,0.000122231,0.0001317758,0.0001925468,0.000321094,0.0001060747],"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":[0.00000658874,0.00004167884,0.000002563789,0.04344123,0.00002351525,3.01937e-7,0.00002205178,0.000001655078,0.0002784911,0.000001384993,0.9519549,0.004225644],"study_design_scores_gemma":[0.00004161859,0.0001627416,0.00004235773,0.1930499,0.000008613869,0.000001300531,0.000007583977,0.00007129103,0.0003615172,0.000009277111,0.8061318,0.0001119124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003164261,0.07367792,0.00004315712,0.0001097848,0.0001124547,0.0005290643,0.9253455,0.00001493628,0.0001355757],"genre_scores_gemma":[0.001259435,0.01916082,0.0001460619,0.00018742,0.0001651005,0.001826679,0.9770437,0.00002051804,0.0001901899],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8967975,"threshold_uncertainty_score":0.6846062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13880604464529,"score_gpt":0.3528903717531667,"score_spread":0.2140843271078767,"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."}}