{"id":"W3143435645","doi":"10.4021/ijcp73w","title":"Prognostic Indicators for Dengue Infection Severity","year":2013,"lang":"en","type":"article","venue":"International Journal of Clinical Pediatrics","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dengue fever; Internal medicine; Dengue hemorrhagic fever; Hematocrit; Logistic regression; Retrospective cohort study; White blood cell; Cohort; Immunology; Dengue virus","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":[0.0009892842,0.0004530239,0.0002570307,0.0008810415,0.000214815,0.0004831329,0.0002246788,0.0002383178,0.002051837],"category_scores_gemma":[0.004138678,0.0001448303,0.0003846073,0.0009293021,0.0003166968,0.0004006892,0.0003573932,0.0006584505,0.0001692315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236598,"about_ca_system_score_gemma":0.0004741446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215235,"about_ca_topic_score_gemma":0.0008685886,"domain_scores_codex":[0.9995297,0.0001695314,0.00006176048,0.00006518127,0.00009210996,0.00008171408],"domain_scores_gemma":[0.9963799,0.0008259045,0.00176567,0.0001175701,0.0003466703,0.0005642895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005815803,0.000007374133,0.9989796,0.00000574055,0.00001668692,0.00002559826,0.00001030798,0.00008462759,0.00005718663,0.0000112749,0.00004597981,0.0006973871],"study_design_scores_gemma":[0.00001082921,0.0001437644,0.9976617,0.00001775874,0.00003986137,0.0004887132,0.00008326875,0.001112678,0.0001252649,0.0001284771,0.000181261,0.000006522641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979987,0.0004601865,0.0004666137,0.000144853,0.0000111255,0.00001708449,0.0003833659,0.000008808282,0.000509364],"genre_scores_gemma":[0.9994251,0.00008354251,0.0002152533,0.000006307127,0.00001195237,0.000004003307,0.0002147421,0.000001029465,0.00003823767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002051837,"threshold_uncertainty_score":0.006864071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03116400614289542,"score_gpt":0.4059696611338525,"score_spread":0.374805654990957,"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."}}