{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000684883,0.00009285261,0.0003239851,0.000230636,0.00002580836,0.00004903522,0.0001762449,0.0001284799,0.000233594],"category_scores_gemma":[0.006713237,0.00007211116,0.0005252364,0.0001202199,0.00003789004,0.0001893057,0.00003253067,0.0003307443,0.00003707308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004697427,"about_ca_system_score_gemma":0.000355116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001883546,"about_ca_topic_score_gemma":0.00000188753,"domain_scores_codex":[0.9980355,0.00004960341,0.001107724,0.0001282255,0.000545762,0.0001332049],"domain_scores_gemma":[0.9965674,0.0008758276,0.0007550485,0.00009433061,0.001407948,0.0002994563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003075248,0.0005228885,0.8999782,0.00002760195,0.000170934,0.00002583637,0.00001064525,0.00000850226,0.000005495968,0.0001357523,0.01352225,0.08528442],"study_design_scores_gemma":[0.003177912,0.0005359955,0.9752198,0.00002847222,0.0003954573,0.00006670001,0.00001170341,0.0006560987,0.000006916042,0.001338343,0.01848436,0.00007818133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870992,0.0002812345,0.005908377,0.002969492,0.003071466,0.000380714,0.00001532453,0.00001464735,0.000259545],"genre_scores_gemma":[0.9898971,0.0004928802,0.001094446,0.001214212,0.007135711,0.00001771948,0.00001273126,0.00001299581,0.0001221549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08520623,"threshold_uncertainty_score":0.8036857,"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."}}