{"id":"W4383314192","doi":"10.1101/2023.07.01.23292093","title":"Zika epidemic in Colombia and environmental and sociodemographic contributors: an application of a space-time Markov switching model","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Institut de Valorisation des Données; Canada First Research Excellence Fund","keywords":"Geography; Zika virus; Demography; Transmission (telecommunications); Population; Aedes; Outbreak; Medicine; Dengue fever; Virology","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":[0.001966648,0.0008552497,0.001115291,0.001275119,0.0007212717,0.001493219,0.001429952,0.001067601,0.0046865],"category_scores_gemma":[0.005762574,0.0005060502,0.001450898,0.0007564868,0.0007148791,0.0007979011,0.0009153129,0.001351555,0.0002731479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993222,"about_ca_system_score_gemma":0.001973264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1595553,"about_ca_topic_score_gemma":0.0732896,"domain_scores_codex":[0.9991066,0.0004901228,0.00003513339,0.0001649288,0.0000518652,0.0001514254],"domain_scores_gemma":[0.9962732,0.002852416,0.000423413,0.00008113666,0.0002085811,0.0001612958],"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":[0.0003379376,0.000186418,0.07497878,0.000162691,0.0003449767,0.0008852508,0.0004203806,0.8827206,0.0005994582,0.02479531,0.001979117,0.01258916],"study_design_scores_gemma":[0.00002143827,0.00002472726,0.003632326,0.00001454132,0.00004266397,0.00003532838,0.00006966192,0.9938951,0.00002298379,0.001872571,0.0003541269,0.00001447579],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8436472,0.001368519,0.1437571,0.001832666,0.0001671427,0.0002810154,0.002621452,0.0004048587,0.005920026],"genre_scores_gemma":[0.984682,0.0004860572,0.01074803,0.00006749449,0.00008120608,0.0001214766,0.0008075876,0.0000263953,0.002979789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1595553,"threshold_uncertainty_score":0.3172532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168996399277303,"score_gpt":0.2631371247066516,"score_spread":0.2514471607138786,"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."}}