{"id":"W4402769864","doi":"10.47203/ijch.2024.v36i04.001","title":"Monkeypox- need for Vigilant Health system and Regulations towards a Global Health Threat","year":2024,"lang":"en","type":"article","venue":"Indian Journal of Community Health","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Monkeypox; Medicine; Environmental health; Global health; Economic growth; Public health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006833178,0.0006583184,0.0007619359,0.000797137,0.002268603,0.005744677,0.001856318,0.007972378,0.02370175],"category_scores_gemma":[0.01131677,0.000261513,0.0007404347,0.0006780299,0.003109987,0.006209541,0.005019725,0.009499872,0.004786328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002201756,"about_ca_system_score_gemma":0.01635985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004863331,"about_ca_topic_score_gemma":0.003354599,"domain_scores_codex":[0.9949225,0.001973529,0.0002681133,0.0005264197,0.001218206,0.001091252],"domain_scores_gemma":[0.9838419,0.00402957,0.001137413,0.0008463458,0.004705539,0.005439206],"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":[0.0001200032,0.0003113226,0.01161103,0.00303,0.00008735805,0.001829823,0.003281446,0.0005862831,0.003716134,0.05314886,0.6235726,0.2987052],"study_design_scores_gemma":[0.00002473465,0.0001899767,0.007527218,0.00311928,0.00003376486,0.001301737,0.005997806,0.0004243311,0.0004365538,0.02638204,0.9544999,0.00006258299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00713693,0.05292702,0.005244463,0.8883616,0.01131678,0.0002002522,0.0005076323,0.0005708237,0.03373454],"genre_scores_gemma":[0.1793626,0.1139291,0.02023434,0.6334828,0.01184179,0.0006187352,0.001525964,0.0002770313,0.03872766],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02370175,"threshold_uncertainty_score":0.07929027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04219802555639408,"score_gpt":0.3755103334113333,"score_spread":0.3333123078549393,"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."}}