{"id":"W3213671414","doi":"10.3897/rio.7.e77736","title":"Epidemiological Trends for Cryptococcosis in Swaziland (Eswatini), Southern Africa","year":2021,"lang":"en","type":"article","venue":"Research Ideas and Outcomes","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Cryptococcosis; Epidemiology; Outbreak; Cryptococcus gattii; Medicine; Disease; Global health; Environmental health; Immunology; Virology; Public health; Pathology","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":[0.0003028056,0.000236961,0.0001381404,0.001139391,0.000382633,0.0005819144,0.000167348,0.0003009634,0.001662277],"category_scores_gemma":[0.0008708938,0.0001446798,0.0001687232,0.001520217,0.0001758742,0.0005380748,0.0002944216,0.000317616,0.000241699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005263145,"about_ca_system_score_gemma":0.0006738137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02843996,"about_ca_topic_score_gemma":0.04142419,"domain_scores_codex":[0.9998631,0.00002160554,0.00002123794,0.00002712664,0.00003179527,0.00003510357],"domain_scores_gemma":[0.9994616,0.000038086,0.0002982822,0.00001065307,0.0001131945,0.00007819667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007024752,0.00006252569,0.9854326,0.0001984207,0.0000300092,0.0005102142,0.001417089,0.00005020311,0.001423908,0.0001421721,0.001195131,0.009467484],"study_design_scores_gemma":[0.000003411004,0.0000661201,0.9949896,0.00008442352,0.00002114962,0.0007297915,0.0019484,0.00008932007,0.0001120481,0.00002642523,0.001924032,0.000005230498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933791,0.001862932,0.00009077552,0.0008178395,0.00002265303,0.00004556794,0.001519103,0.00001281341,0.002249102],"genre_scores_gemma":[0.9940474,0.003187006,0.0004768679,0.0001955254,0.00003438698,0.00004393366,0.001225557,0.000003119494,0.0007862271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02843996,"threshold_uncertainty_score":0.05654883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.191119056843471,"score_gpt":0.462805407232396,"score_spread":0.271686350388925,"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."}}