{"id":"W4384133803","doi":"10.1016/j.cegh.2023.101345","title":"Investigation and response to Monkeypox virus infection in Kerala, India, July 2022","year":2023,"lang":"en","type":"article","venue":"Clinical Epidemiology and Global Health","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Indian Council of Medical Research","keywords":"Monkeypox; Outbreak; Public health; Medicine; Orthopoxvirus; Virology; Environmental health; Biology; Nursing","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01444011,0.0001616299,0.0007324736,0.0001848753,0.0002431673,0.000005379909,0.0001004069,0.0005846474,0.00002751318],"category_scores_gemma":[0.0128501,0.0001442151,0.0000650822,0.0005469673,0.0006070202,0.00007272921,0.0001634567,0.000759365,0.0008316887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046002,"about_ca_system_score_gemma":0.0003100559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003964936,"about_ca_topic_score_gemma":0.0022931,"domain_scores_codex":[0.9905182,0.007011573,0.00104993,0.0005791829,0.00003079338,0.0008103297],"domain_scores_gemma":[0.9937524,0.005498099,0.0001824231,0.0002118991,0.00003211332,0.0003231294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00212421,0.00004108966,0.8832114,0.00002848051,0.00003273772,0.00001062832,0.0001479991,0.000007036931,0.0003027571,0.001467386,0.04420288,0.06842334],"study_design_scores_gemma":[0.001092524,0.001061906,0.945946,0.00003983881,0.000003765113,0.00002654122,0.00001923732,0.00002788766,0.00002090027,0.01544629,0.03620459,0.0001105252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789457,0.003042847,0.00006407925,0.01665767,0.0006130842,0.000379007,0.0001148935,0.00008749429,0.00009520744],"genre_scores_gemma":[0.9577628,0.01897459,0.0001032326,0.02234555,0.00008441786,0.00006052087,0.0001418492,0.000009866611,0.0005172014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06831281,"threshold_uncertainty_score":0.9999463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203356573121854,"score_gpt":0.4707063770260227,"score_spread":0.3503707197138373,"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."}}