{"id":"W4383908199","doi":"10.6000/1929-6029.2023.12.09","title":"Application of Dengue Hemorrhagic Fever Information System (SI-DBD) for Recording and Reporting of DHF Suspects at Kota Public Health Centers in Bantaeng Regency","year":2023,"lang":"en","type":"article","venue":"International Journal of Statistics in Medical Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dengue fever; Dengue hemorrhagic fever; Medicine; Disease control; Significant difference; Environmental health; Medical emergency; Dengue virus; Internal medicine; Immunology","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":[0.00318123,0.0002697748,0.000184919,0.000657864,0.000838134,0.0003802503,0.0007999784,0.0003085468,0.004108284],"category_scores_gemma":[0.006058978,0.0002696254,0.0002637033,0.00037908,0.0004646697,0.0004741979,0.0008944085,0.0005145805,0.0005750977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009644162,"about_ca_system_score_gemma":0.002245229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007052574,"about_ca_topic_score_gemma":0.0110366,"domain_scores_codex":[0.9979538,0.00119317,0.0001371162,0.0001925203,0.0003259248,0.0001974309],"domain_scores_gemma":[0.9948744,0.002500293,0.0008769571,0.0002281653,0.0006338854,0.0008863193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001516042,0.0122851,0.6726587,0.001681961,0.0000828179,0.00149204,0.02278815,0.0005372538,0.02342969,0.0001803877,0.002971226,0.2603766],"study_design_scores_gemma":[0.0004077665,0.01811106,0.9489889,0.0002412697,0.0001122432,0.0006889651,0.01357969,0.00133015,0.01082196,0.00006060439,0.00559712,0.00006028538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968513,0.00007689358,0.0003815227,0.000210185,0.00001130179,0.000887635,0.0002059074,0.00003788129,0.001337526],"genre_scores_gemma":[0.9907714,0.0003090327,0.005600872,0.0002008773,0.00002625428,0.0009142815,0.0003136739,0.000005110752,0.001858446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007052574,"threshold_uncertainty_score":0.01682419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.195400639634532,"score_gpt":0.5540598985691434,"score_spread":0.3586592589346114,"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."}}