{"id":"W4319442882","doi":"10.21203/rs.3.rs-2460278/v1","title":"Monkeypox: A review of epidemiological modelling studies and how modelling has led to mechanistic insight","year":2023,"lang":"en","type":"review","venue":"Research Square","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; York University; University of British Columbia; University of Calgary; University of Alberta; Okanagan University College; University of Waterloo","funders":"","keywords":"Monkeypox; Orthopoxvirus; Smallpox; Zoonosis; Epidemiology; Transmission (telecommunications); Public health; Basic reproduction number; Biology; Virology; Geography; Vaccination; Population; Environmental health; Medicine; Vaccinia; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001568364,0.001447186,0.001849891,0.003014601,0.0003323054,0.001392936,0.001326424,0.00158487,0.003145955],"category_scores_gemma":[0.003304749,0.0005966088,0.001003363,0.002999829,0.0007369273,0.001759234,0.0007819833,0.001934635,0.001455348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009536612,"about_ca_system_score_gemma":0.00170433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002483278,"about_ca_topic_score_gemma":0.001971365,"domain_scores_codex":[0.9995685,0.0001348534,0.00006888492,0.00009069972,0.0001077565,0.00002934939],"domain_scores_gemma":[0.997843,0.001613418,0.0001515111,0.0000564042,0.0002798138,0.00005581655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008890701,0.0001346757,0.000437018,0.06370749,0.0003110261,0.0003373427,0.000273403,0.005031565,0.001385207,0.02674071,0.04824786,0.8533048],"study_design_scores_gemma":[0.00001260638,0.0001527825,0.0007664812,0.0162555,0.0002235705,0.0007757478,0.0001272298,0.0008434767,0.0005316277,0.008718216,0.9715385,0.00005431219],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001322904,0.9976936,0.0006172949,0.0003890213,0.0002922267,0.000006096343,0.00002778204,0.00001095665,0.0008307901],"genre_scores_gemma":[0.0008163332,0.9981799,0.0004152254,0.0001298809,0.0001886029,0.000007720919,0.00002615019,0.000003549298,0.0002326548],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9981501,"threshold_uncertainty_score":0.01052427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5066827412316813,"score_gpt":0.4886283999675417,"score_spread":0.01805434126413963,"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."}}