{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001197172,0.000145418,0.0005381689,0.0001626925,0.00007709667,0.000008986598,0.0002459676,0.0001587889,0.00001376092],"category_scores_gemma":[0.00005119346,0.0001098692,0.00004600791,0.000291761,0.00008172694,0.0001506938,0.00002509057,0.000344576,0.000006915278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124812,"about_ca_system_score_gemma":0.0003920347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009886326,"about_ca_topic_score_gemma":0.0009572058,"domain_scores_codex":[0.9973104,0.001245174,0.0006264602,0.0003111586,0.00007196587,0.0004348322],"domain_scores_gemma":[0.9988297,0.0001935309,0.0004254419,0.0004038211,0.00007757552,0.00006989582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002309865,0.00037384,0.975771,0.002279841,0.00001713896,0.000001530772,0.008672602,0.000004535502,0.006539113,0.0006167106,0.001439787,0.004052887],"study_design_scores_gemma":[0.00371651,0.003518856,0.9429744,0.0006409563,0.000001529158,0.0004317536,0.01132096,0.0001775811,0.000179162,0.00001798115,0.03661928,0.0004010058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807517,0.01653466,0.00002580532,0.0008948924,0.0002195925,0.001344948,0.00008728449,0.00002554128,0.0001155593],"genre_scores_gemma":[0.9986969,0.0005683354,0.000005570311,0.0002676212,0.000008731851,0.0002499857,0.00008201569,0.000009311761,0.0001114951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0351795,"threshold_uncertainty_score":0.4480337,"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."}}