{"id":"W1623820032","doi":"10.1371/journal.pntd.0003977","title":"Spatial and Temporal Clustering of Chikungunya Virus Transmission in Dominica","year":2015,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"U.S. National Library of Medicine; National Institute of Environmental Health Sciences; National Institutes of Health","keywords":"Chikungunya; Outbreak; Geography; Vector (molecular biology); Cluster (spacecraft); Transmission (telecommunications); Chikungunya fever; Spatial epidemiology; Cartography; Virology; Biology; Epidemiology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002746709,0.0001612214,0.0001765153,0.002587391,0.0005165905,0.0007646278,0.0003210761,0.0001567862,0.0007813516],"category_scores_gemma":[0.001531255,0.00009073419,0.00015741,0.002717463,0.0003087464,0.0002091511,0.0005387969,0.0001166961,0.00005264208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001641088,"about_ca_system_score_gemma":0.0008394859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3450593,"about_ca_topic_score_gemma":0.4019626,"domain_scores_codex":[0.9997361,0.00004562064,0.00002417461,0.00006928721,0.00003274151,0.0000920243],"domain_scores_gemma":[0.9992769,0.0001288769,0.0003416997,0.00004303175,0.0001161543,0.00009335448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001223033,0.00001987798,0.9838108,0.00005321045,0.0000594152,0.0005244656,0.002095187,0.00126838,0.002034641,0.0001385428,0.0002866698,0.009586467],"study_design_scores_gemma":[0.000002951361,0.00001505145,0.9961146,0.00001845172,0.00001239871,0.0001336915,0.002063358,0.0008552371,0.0001132563,0.00002569939,0.0006396758,0.000005574238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989655,0.0001644341,0.00005773297,0.00002148181,7.729696e-7,0.000008973221,0.0004134872,0.000004898862,0.0003627796],"genre_scores_gemma":[0.9991811,0.0001094169,0.0001151152,0.000003775176,0.000001314678,0.000008916777,0.0004248878,0.000001058976,0.0001543497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3450593,"threshold_uncertainty_score":0.6861017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999108051068775,"score_gpt":0.2632207151678481,"score_spread":0.2432296346571603,"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."}}