{"id":"W4220920293","doi":"10.1016/j.sste.2022.100495","title":"A joint spatial marked point process model for dengue and severe dengue in Medellin, Colombia","year":2022,"lang":"en","type":"article","venue":"Spatial and Spatio-temporal Epidemiology","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Dengue fever; Socioeconomic status; Spatial distribution; Geography; Spatial analysis; Medicine; Environmental health; Virology; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008111869,0.0005653256,0.0008859315,0.000725964,0.0004760038,0.002182105,0.001272288,0.0009490539,0.002891497],"category_scores_gemma":[0.003143477,0.0003032745,0.0006154804,0.0006103558,0.0008146848,0.001033268,0.0009836368,0.0008370805,0.0002178595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002578904,"about_ca_system_score_gemma":0.00144506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1630818,"about_ca_topic_score_gemma":0.1293539,"domain_scores_codex":[0.9995092,0.0001917201,0.00002331421,0.0001235417,0.00003607925,0.0001160515],"domain_scores_gemma":[0.9989405,0.0005766393,0.0002127308,0.00004134446,0.0001378271,0.00009105801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003402602,0.0001186293,0.04481737,0.000162318,0.0001659166,0.0007991376,0.0005080161,0.8078653,0.0009949773,0.1296911,0.003378401,0.01115865],"study_design_scores_gemma":[0.00003381258,0.00004480597,0.009335276,0.00001771241,0.00005379701,0.00006994073,0.000365529,0.9791398,0.00006274273,0.009344419,0.001501866,0.00003031093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8973001,0.001650792,0.08188597,0.003175233,0.0001518278,0.0001310753,0.002715504,0.0001296899,0.01285985],"genre_scores_gemma":[0.9895898,0.0003963499,0.002594464,0.00002327222,0.00002809801,0.00004121542,0.0004010904,0.000007472411,0.006918266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1630818,"threshold_uncertainty_score":0.3242651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2223440420547348,"score_gpt":0.399321024582143,"score_spread":0.1769769825274082,"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."}}