{"id":"W4406833979","doi":"10.21801/ppcrj.2024.103.6","title":"Impact of Rising Global Temperatures on Dengue Infection and Serotype Distribution: A Mini Review","year":2025,"lang":"en","type":"review","venue":"Principles and Practice of Clinical Research Journal","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dengue fever; Serotype; Distribution (mathematics); Virology; Dengue virus; Medicine; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003231457,0.001151447,0.003003336,0.01019335,0.0004949077,0.002918744,0.00144499,0.001409701,0.004463879],"category_scores_gemma":[0.01214082,0.0007489228,0.004480685,0.007741649,0.0006837187,0.002606663,0.00116704,0.001210491,0.0005059321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002163672,"about_ca_system_score_gemma":0.007531837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007472142,"about_ca_topic_score_gemma":0.01366616,"domain_scores_codex":[0.9980558,0.0004391577,0.0006807436,0.0002168146,0.000492882,0.0001145444],"domain_scores_gemma":[0.9894552,0.006974305,0.001895745,0.0001264425,0.001408754,0.000139622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001277014,0.00003007587,0.001513697,0.7581552,0.002463616,0.0001847092,0.0003944439,0.0002958511,0.0005097734,0.00119214,0.01198767,0.2231452],"study_design_scores_gemma":[0.00004962987,0.0001844392,0.008367621,0.7940294,0.01625798,0.001316219,0.0006346066,0.0001423257,0.0002973749,0.001446593,0.1772074,0.00006631958],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002184002,0.9988161,0.00004301819,0.0004033638,0.0002088665,0.00002264201,0.00009721063,0.000005374692,0.0001850589],"genre_scores_gemma":[0.002049047,0.9971528,0.0001610157,0.0003346646,0.0001228816,0.00003598534,0.00007185851,0.000001711796,0.00006994206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01019335,"threshold_uncertainty_score":0.01708972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2945436652765805,"score_gpt":0.63503601467405,"score_spread":0.3404923493974695,"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."}}