{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004755387,0.00005513007,0.00007262274,0.000006179881,0.0001238934,0.000007305872,0.00008501076,0.0000457466,0.0002104401],"category_scores_gemma":[0.00007872579,0.00003880792,0.00006237968,0.00007392313,0.00007534177,0.00004242015,0.00003518807,0.00007656106,0.0002227055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001436939,"about_ca_system_score_gemma":0.00001484634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007244416,"about_ca_topic_score_gemma":0.00004530274,"domain_scores_codex":[0.9995795,0.00006672266,0.0001263877,0.00009788703,0.00001523247,0.0001142837],"domain_scores_gemma":[0.9997163,0.00005777965,0.00006615986,0.0001039258,0.00004308876,0.00001278985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001012196,0.00005054094,0.6150116,0.00003773478,0.0001178865,0.000001276073,0.0003666337,0.00002805731,0.3684513,0.004274839,0.001975909,0.00958299],"study_design_scores_gemma":[0.0003685715,0.0003558053,0.7831932,0.00002275744,0.0001114359,0.00004512398,0.0001922801,0.00003346655,0.0496136,0.0002159358,0.1657114,0.0001363482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941042,0.001590774,0.0004933899,0.0005700579,0.0003848559,0.00009436217,0.0003113389,0.00003475388,0.00241627],"genre_scores_gemma":[0.9992584,0.0002078113,0.00002680755,0.00008200845,0.00002353187,0.000006247459,0.0000116385,0.000002661134,0.0003809186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3188377,"threshold_uncertainty_score":0.2862504,"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."}}