{"id":"W4384695032","doi":"10.3389/fcimb.2023.1196699","title":"The prospective outcome of the monkeypox outbreak in 2022 and characterization of monkeypox disease immunobiology","year":2023,"lang":"en","type":"article","venue":"Frontiers in Cellular and Infection Microbiology","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Monkeypox; Smallpox; Virology; Outbreak; Poxviridae; Vaccinia; Medicine; Vaccination; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.000784602,0.0003025485,0.0001381625,0.0004913386,0.0007342824,0.001200433,0.0001952479,0.0007023477,0.001674264],"category_scores_gemma":[0.001467914,0.0001086873,0.0002301022,0.0005702513,0.0004082166,0.0007596978,0.0004921451,0.0008956929,0.0004595426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007841162,"about_ca_system_score_gemma":0.0006272254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009206038,"about_ca_topic_score_gemma":0.01173613,"domain_scores_codex":[0.9997676,0.0000432807,0.00001023832,0.00003483312,0.0000529299,0.00009111541],"domain_scores_gemma":[0.9993293,0.00005642151,0.0001781764,0.00003836071,0.0001893466,0.0002084583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002398562,0.0001143689,0.9661196,0.00007693421,0.00003498632,0.001231565,0.0009231414,0.0003098625,0.007711543,0.0009523797,0.007004262,0.01528156],"study_design_scores_gemma":[0.000005279105,0.0001594834,0.9881371,0.00004493217,0.00001149952,0.001175716,0.001723323,0.0003702675,0.000781296,0.0007043802,0.006865351,0.00002135071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98577,0.001558949,0.0005453,0.004073335,0.000182048,0.00003405914,0.001224826,0.00002098839,0.006590568],"genre_scores_gemma":[0.9910313,0.001594576,0.0005797989,0.001339894,0.000278798,0.00003754792,0.002789,0.0000108788,0.002338172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009206038,"threshold_uncertainty_score":0.01830488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007572710908165253,"score_gpt":0.2274040614784204,"score_spread":0.2198313505702552,"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."}}