{"id":"W2941304160","doi":"10.2196/13359","title":"Prevalence of Schistosoma Haematobium Measured by a Mobile Health System in an Unexplored Endemic Region in the Subprefecture of Torrock, Chad","year":2019,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Praziquantel; Schistosomiasis; Schistosoma haematobium; Schistosoma; Medicine; mHealth; Environmental health; Urine; Short Message Service; Tropical disease; Pharmacist; Disease; Immunology; Helminths; Internal medicine; Family medicine; Schistosoma mansoni; Psychiatry; Pharmacy; Psychological intervention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002373239,0.0003257248,0.0002089773,0.001057779,0.0006324867,0.0004709386,0.0003935362,0.0003541048,0.001328346],"category_scores_gemma":[0.0008635761,0.0003271049,0.0002471553,0.0008059757,0.0007356836,0.00046774,0.0004829791,0.0002791819,0.000200822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009269884,"about_ca_system_score_gemma":0.0007697594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0549853,"about_ca_topic_score_gemma":0.06691626,"domain_scores_codex":[0.999657,0.00007246681,0.0000298882,0.00005175247,0.00005487775,0.0001338697],"domain_scores_gemma":[0.9992955,0.0001049272,0.0002939496,0.00002041394,0.0001008347,0.0001843262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003295008,0.00003852222,0.9984428,0.00001299081,0.000008155703,0.0002157586,0.00046279,0.00001715843,0.0003555792,0.000009329226,0.0000371722,0.0003668581],"study_design_scores_gemma":[0.000002995919,0.0001054775,0.9982796,0.0000037544,0.000005459777,0.0001986302,0.001260005,0.00005874013,0.00004218162,0.000001955474,0.00003928382,0.000001945778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997898,0.00001801224,0.000007460965,0.00001140285,8.160728e-7,0.000004928421,0.00008004467,8.771807e-7,0.00008670241],"genre_scores_gemma":[0.9998407,0.00002000948,0.00001804011,0.000005846126,0.000001341498,0.000005651672,0.00006544495,2.085509e-7,0.00004279196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0549853,"threshold_uncertainty_score":0.1093305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719682490689497,"score_gpt":0.303533183444132,"score_spread":0.2763363585372371,"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."}}