{"id":"W2113385994","doi":"10.1086/522530","title":"Can One Afford Not to Screen for Parasites in High-Risk Immigrant Populations?","year":2007,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Strongyloidiasis; Vietnamese; Refugee; Medicine; Population; Immigration; Asymptomatic; Immunology; Malaria; Demography; Environmental health; Helminths; Pathology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003736102,0.0004489989,0.001077317,0.0005361547,0.0003287918,0.0000571199,0.0003074771,0.001402427,0.0005002059],"category_scores_gemma":[0.00180471,0.0004398086,0.0007129965,0.0002833609,0.0002326513,0.00007761575,0.00009693673,0.001933165,0.0008380224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001486252,"about_ca_system_score_gemma":0.0001286152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007646256,"about_ca_topic_score_gemma":0.01084785,"domain_scores_codex":[0.9966689,0.0003951838,0.001263367,0.0008279702,0.00007426859,0.0007703105],"domain_scores_gemma":[0.9954563,0.003161971,0.0004701015,0.0006087436,0.0001918301,0.0001110881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003074596,0.0007169354,0.4145759,0.00004016062,0.0004638896,0.00002871252,0.00002812179,0.00003839633,0.00005189647,0.0001725488,0.5790592,0.004516749],"study_design_scores_gemma":[0.00185351,0.001031571,0.6204835,0.0001629299,0.0006854684,0.000009050905,0.00001552164,0.000003423461,0.00006971365,0.001382674,0.3737199,0.0005827118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8120272,0.001165015,0.001405886,0.1626043,0.005995887,0.002664964,0.01345595,0.0004116936,0.0002691179],"genre_scores_gemma":[0.6103013,0.0002666423,0.0001653029,0.3709774,0.002918414,0.0004164558,0.01099878,0.0001149416,0.003840752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2083731,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06773459672108398,"score_gpt":0.3990302620748801,"score_spread":0.3312956653537961,"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."}}