{"id":"W2895769882","doi":"10.3899/jrheum.171237","title":"Chikungunya in Brazil: Rheumatologists on the Front Line","year":2018,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Yale University","keywords":"Chikungunya; Alphavirus; Alphavirus infection; Virology; Outbreak; Togaviridae; Tanzania; Medicine; Virus; Aedes; Dengue fever; Aedes aegypti; Aedes albopictus; Yellow fever; Biology; Ethnology; History; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001099734,0.0002688217,0.0002908843,0.0008264757,0.00178418,0.001431276,0.000364775,0.001999089,0.0159561],"category_scores_gemma":[0.002800751,0.0002151534,0.0001985625,0.0008510825,0.001012268,0.001629829,0.001629233,0.00214431,0.002022713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001742156,"about_ca_system_score_gemma":0.004894027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01613701,"about_ca_topic_score_gemma":0.03886496,"domain_scores_codex":[0.9992481,0.000188574,0.00007234074,0.00006345999,0.0001810884,0.0002465177],"domain_scores_gemma":[0.9980074,0.0001838407,0.0002866578,0.00004492103,0.0003043696,0.001172915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002309321,0.0002217743,0.1281698,0.002631455,0.00003959202,0.02605841,0.01322624,0.0001076927,0.005048967,0.02322714,0.4020508,0.3989872],"study_design_scores_gemma":[0.00006179694,0.0001437052,0.06404726,0.005925515,0.00004016754,0.02625273,0.01638346,0.00009428751,0.0001781954,0.004430971,0.8823888,0.0000532005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05591853,0.2765681,0.0003958616,0.5788749,0.01394175,0.00008849941,0.0004068772,0.0001065606,0.07369886],"genre_scores_gemma":[0.4529868,0.3095807,0.001306073,0.1802587,0.02378578,0.00007436208,0.0002977798,0.00009903854,0.03161057],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01613701,"threshold_uncertainty_score":0.05337846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016294126109073,"score_gpt":0.2805619621047696,"score_spread":0.2642678359956966,"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."}}