{"id":"W3034185235","doi":"10.3390/pathogens9060468","title":"The Global Prevalence of Strongyloides stercoralis Infection","year":2020,"lang":"en","type":"article","venue":"Pathogens","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":437,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"World Health Organization","keywords":"Strongyloidiasis; Strongyloides stercoralis; Environmental health; Tropical disease; Medicine; Psychological intervention; Prevalence; Population; Demography; Disease; Immunology; Helminths; Internal medicine","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":[0.001478276,0.0003201032,0.0004081345,0.002162752,0.00009980737,0.0005898123,0.0001908204,0.0002751967,0.001953553],"category_scores_gemma":[0.002880114,0.0001355642,0.0006946136,0.001988001,0.0003152262,0.0006291917,0.0003927433,0.0002276008,0.0002613737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003805098,"about_ca_system_score_gemma":0.0006495577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004749404,"about_ca_topic_score_gemma":0.005121936,"domain_scores_codex":[0.9993727,0.0001998776,0.0001195952,0.0001342178,0.0001201321,0.00005355043],"domain_scores_gemma":[0.9988108,0.0003300021,0.0004604868,0.00004681143,0.000307707,0.00004431147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000135726,0.0000153268,0.9112716,0.003245179,0.001106013,0.0003644339,0.0006065044,0.0009483548,0.001281039,0.0007601127,0.003093852,0.07717185],"study_design_scores_gemma":[0.00001377775,0.0001430443,0.9751987,0.002194551,0.001407916,0.002222213,0.001622186,0.001211093,0.0007932934,0.001086156,0.01407398,0.00003303926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8173841,0.1442682,0.004722958,0.002645217,0.0001959247,0.00008812878,0.01768117,0.00009252602,0.01292176],"genre_scores_gemma":[0.9662753,0.02909791,0.001344421,0.000213182,0.00005524114,0.00003633026,0.002594537,0.000007623354,0.0003753864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004749404,"threshold_uncertainty_score":0.009443521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458616063945028,"score_gpt":0.2881032745046578,"score_spread":0.2635171138652075,"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."}}