{"id":"W2556592773","doi":"10.1186/s12879-016-2024-y","title":"A predictive model to differentiate dengue from other febrile illness","year":2016,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medical microbiology; Dengue fever; Parasitology; Tropical medicine; Medicine; Dengue hemorrhagic fever; Predictive value; Intensive care medicine; Virology; Dengue virus; Immunology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00498708,0.001846244,0.001065403,0.003121202,0.0005458455,0.001751185,0.001311978,0.001064065,0.004165425],"category_scores_gemma":[0.01271764,0.0005135853,0.001428665,0.0009877539,0.0004865343,0.0007431447,0.0008950918,0.001762774,0.0009642972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008438042,"about_ca_system_score_gemma":0.00183347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007606449,"about_ca_topic_score_gemma":0.003886693,"domain_scores_codex":[0.9987424,0.0006392532,0.00008619422,0.0001959217,0.0001669031,0.0001692859],"domain_scores_gemma":[0.9907425,0.007360118,0.000516771,0.0001966769,0.0008338866,0.000349974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001884174,0.001049653,0.6197435,0.0001457551,0.0008264503,0.0008320926,0.0001925978,0.3046067,0.0005924304,0.001734554,0.007398932,0.06099315],"study_design_scores_gemma":[0.0000761285,0.0002317137,0.01419181,0.000049625,0.0001741783,0.0002209675,0.00006336103,0.9824318,0.000167274,0.001882522,0.0004910353,0.0000195325],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8778087,0.00135433,0.1062675,0.003693466,0.0005615285,0.0005313336,0.003313035,0.001217561,0.005252603],"genre_scores_gemma":[0.9873874,0.0002176763,0.009735603,0.0001435706,0.000139423,0.0001470347,0.001444005,0.00002741663,0.0007578814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007606449,"threshold_uncertainty_score":0.02637452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133522146890152,"score_gpt":0.2538487726639096,"score_spread":0.2425135511950081,"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."}}