{"id":"W4410281290","doi":"10.1503/cmaj.250114","title":"Dengue","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dengue fever; Computer science; World Wide Web; Data science; Medicine; Virology","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":[0.0006731171,0.0005343319,0.0004530943,0.0006655488,0.0008867338,0.001478646,0.0007449047,0.0005930498,0.2296267],"category_scores_gemma":[0.001232493,0.0001756869,0.0003501456,0.0008474434,0.0002381297,0.0006749089,0.001234449,0.001045535,0.1533874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008674543,"about_ca_system_score_gemma":0.001574378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003884072,"about_ca_topic_score_gemma":0.005556334,"domain_scores_codex":[0.9994521,0.0001008827,0.00003819283,0.00008698017,0.0002419051,0.00007997177],"domain_scores_gemma":[0.9996037,0.00003444264,0.000026441,0.00004596341,0.0001834631,0.0001060077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002494558,0.000146534,0.004312851,0.0004206169,0.00003292931,0.0003686712,0.0001241738,0.0001080828,0.003569204,0.01174559,0.6197082,0.3592136],"study_design_scores_gemma":[0.00001895723,0.00003882799,0.001937786,0.0001150262,0.000008214883,0.0004161044,0.00004850047,0.00005078155,0.0004988467,0.001167199,0.9956931,0.000006509305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01164888,0.0177337,0.01328705,0.009690442,0.00375012,0.001109559,0.04873457,0.003156976,0.8908888],"genre_scores_gemma":[0.09519043,0.03631053,0.02329976,0.0142026,0.002116952,0.001139514,0.1054344,0.0008699428,0.7214358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2296267,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002977415614024568,"score_gpt":0.2427524984418809,"score_spread":0.2397750828278563,"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."}}