{"id":"W4393488809","doi":"10.55927/ijis.v3i3.7337","title":"Human Monkeypox Epidemiologic and Clinical Characteristics, Diagnosis, and Prevention","year":2024,"lang":"en","type":"article","venue":"International Journal of Integrative Sciences","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Monkeypox; Virology; Medicine; Environmental health; Biology; Vaccinia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003390624,0.0002011783,0.0002580463,0.0009759092,0.0005508555,0.0005708364,0.0002388193,0.0003801271,0.003100099],"category_scores_gemma":[0.001443743,0.0001525709,0.0002056902,0.0006829108,0.0003146245,0.000594037,0.0004833024,0.000518018,0.0005323429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004904813,"about_ca_system_score_gemma":0.0007648129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007013057,"about_ca_topic_score_gemma":0.004729644,"domain_scores_codex":[0.9996585,0.00007763704,0.00003043458,0.00005068689,0.0001014075,0.00008136982],"domain_scores_gemma":[0.9996874,0.00003396279,0.00008870025,0.00001709567,0.000115022,0.00005783048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001483446,0.0001724143,0.9496865,0.0002050925,0.00003036659,0.002169294,0.0004689813,0.0001729942,0.001363512,0.0009752631,0.006425498,0.03818175],"study_design_scores_gemma":[0.000006783413,0.0001578633,0.971865,0.0003951876,0.00002293611,0.01170168,0.001518403,0.0004644225,0.0003133361,0.000821244,0.01271329,0.00001993045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9046297,0.02362482,0.00393095,0.003526189,0.0002111388,0.001094868,0.005261033,0.0001024525,0.05761882],"genre_scores_gemma":[0.984575,0.008001388,0.001446571,0.0004523735,0.0001520423,0.0001631272,0.002209753,0.00000812726,0.002991643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007013057,"threshold_uncertainty_score":0.01394445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08408939006523883,"score_gpt":0.4523914098096512,"score_spread":0.3683020197444123,"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."}}