{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00187932,0.00008674175,0.0002071089,0.0002049244,0.0001042626,0.0001086774,0.0002744394,0.00007632552,0.0002102898],"category_scores_gemma":[0.001420709,0.00004821307,0.00009243641,0.00006454489,0.001087576,0.0002960056,0.00008393358,0.0003843453,0.00002228621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002563322,"about_ca_system_score_gemma":0.00009824555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003931935,"about_ca_topic_score_gemma":0.00002371938,"domain_scores_codex":[0.9988428,0.0003169151,0.000455918,0.0001691484,0.0000885076,0.0001266849],"domain_scores_gemma":[0.9988016,0.000735944,0.0001741471,0.00003102643,0.0002211019,0.00003621227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000155129,0.00021994,0.3181452,0.00001698826,0.001114672,0.0001651613,0.000922564,6.317392e-7,0.03058065,0.05018946,0.016474,0.5820156],"study_design_scores_gemma":[0.001489129,0.005674001,0.7972144,0.001881898,0.0001176484,0.001674477,0.002441473,0.0001595151,0.01798026,0.08409101,0.0868668,0.0004094025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845608,0.009897646,0.0005415208,0.002508757,0.001657175,0.00006048457,0.00002756475,0.000009894471,0.0007361668],"genre_scores_gemma":[0.9946653,0.00418147,0.0002538371,0.0001274778,0.0001627664,0.000002738712,0.000004503437,0.000002367206,0.000599518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5816063,"threshold_uncertainty_score":0.4007217,"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."}}