{"id":"W4413593456","doi":"10.64628/aam.hkkugc9kv","title":"Controlling monkeypox: The time for Canada to act is now","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Monkeypox; Virology; Business; Biology; Vaccinia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001805078,0.000950451,0.0005761802,0.0008426319,0.007175679,0.009604108,0.0009897448,0.004375138,0.029041],"category_scores_gemma":[0.004487806,0.000266904,0.000526831,0.001734408,0.003324138,0.003301437,0.00176367,0.005799018,0.004262722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03906651,"about_ca_system_score_gemma":0.1374136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9735227,"about_ca_topic_score_gemma":0.9586961,"domain_scores_codex":[0.9980847,0.0001167558,0.00003090704,0.0001435677,0.0008690297,0.0007551024],"domain_scores_gemma":[0.9958616,0.0002202162,0.0001295097,0.0001559792,0.002140925,0.00149184],"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":[0.0002143288,0.00006777482,0.006825563,0.0002632008,0.00005963359,0.0003000169,0.001068512,0.0006748292,0.002860084,0.0730217,0.8182225,0.09642186],"study_design_scores_gemma":[0.00001687648,0.00001713467,0.004806616,0.0001432733,0.00001957948,0.00004811352,0.001789675,0.0002356839,0.0006387001,0.007236137,0.9850213,0.00002688166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02049009,0.05197653,0.00435268,0.6572502,0.02248259,0.000136568,0.003554025,0.000914984,0.2388424],"genre_scores_gemma":[0.2946402,0.05001899,0.0135255,0.10102,0.003374623,0.00007846594,0.004071687,0.0007414068,0.5325291],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03906651,"threshold_uncertainty_score":0.2834487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644443802735359,"score_gpt":0.2712993254421469,"score_spread":0.2548548874147933,"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."}}