{"id":"W2889542804","doi":"10.30881/vioaj.00005","title":"Preventing dengue epidemics: how to better assist holistic vaccination efforts","year":2018,"lang":"en","type":"article","venue":"Vaccines and Immunology Open Access Journal (VIOAJ)","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dengue fever; Dengue vaccine; Vaccination; Medicine; Quarter (Canadian coin); Environmental health; Public health; Disease; Immunology; Dengue virus; Geography; Internal medicine","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":[0.01424118,0.002241796,0.002923922,0.002319812,0.003121303,0.009368893,0.002423671,0.005271214,0.01863649],"category_scores_gemma":[0.03799225,0.0008257066,0.001998338,0.001290058,0.002835094,0.01197833,0.007427852,0.01101588,0.007061702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003048319,"about_ca_system_score_gemma":0.02879328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007395428,"about_ca_topic_score_gemma":0.01037851,"domain_scores_codex":[0.9931306,0.003784479,0.0003634624,0.0004309249,0.001136166,0.001154345],"domain_scores_gemma":[0.9802749,0.006636857,0.001554805,0.0007981602,0.003687705,0.007047589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002174856,0.001776983,0.02559543,0.004990025,0.000669697,0.0004378975,0.003934241,0.001805772,0.001282221,0.02443043,0.3613661,0.5734938],"study_design_scores_gemma":[0.000448954,0.002288878,0.06176763,0.03236043,0.001247677,0.00076561,0.03178424,0.003177814,0.002005361,0.1481882,0.7155089,0.0004563128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0125772,0.05529884,0.0122063,0.8932516,0.006395285,0.0005320522,0.0009139535,0.0008243985,0.01800042],"genre_scores_gemma":[0.2863263,0.2601717,0.1858481,0.2366675,0.01131611,0.003179225,0.002421141,0.0003965339,0.0136734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01863649,"threshold_uncertainty_score":0.07531548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05306086486484193,"score_gpt":0.3985818961389368,"score_spread":0.3455210312740949,"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."}}