{"id":"W2966073897","doi":"10.1186/s12889-019-7317-9","title":"Low to medium-low risk perception for dengue, chikungunya and Zika outbreaks by infectious diseases physicians in France, Western Europe","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"Université de Montpellier; Institut National de la Recherche Agronomique; Centre National de la Recherche Scientifique; Labex; Institut de Recherche pour le Développement; Agence Nationale de la Recherche; Labex DRIIHM","keywords":"Chikungunya; Medicine; Public health; Dengue fever; Emerging infectious disease; Outbreak; Biostatistics; Zika virus; Environmental health; Transmission (telecommunications); Context (archaeology); Infectious disease (medical specialty); Risk perception; Epidemiology; Family medicine; Disease; Virology; Geography; Perception; Pathology","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":[0.0014309,0.0002216546,0.000150419,0.0008270312,0.0004558166,0.0009991027,0.0001360074,0.0005584326,0.001705689],"category_scores_gemma":[0.003985897,0.0001019426,0.0001834022,0.0005220093,0.0004324583,0.0004295667,0.0004304547,0.0002357572,0.0001565707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026646,"about_ca_system_score_gemma":0.0007144065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0309649,"about_ca_topic_score_gemma":0.02119332,"domain_scores_codex":[0.9987946,0.0006855552,0.0000810796,0.0001078789,0.0001501504,0.0001807305],"domain_scores_gemma":[0.9968786,0.00110079,0.0009725176,0.00005154611,0.0003401839,0.0006562719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007081268,0.0000740527,0.9855871,0.00004077933,0.00002668349,0.0002238991,0.007863324,0.00008980669,0.0003721156,0.00006798283,0.0005787089,0.005004638],"study_design_scores_gemma":[0.000009243034,0.0002196984,0.9883809,0.00003636847,0.000009955101,0.0002633752,0.009507917,0.0001916668,0.00005352088,0.00002213604,0.001294963,0.0000101965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985838,0.0002407138,0.00006091745,0.0003120885,0.000004891021,0.000009640857,0.00006909187,0.000003010324,0.0007158589],"genre_scores_gemma":[0.9994667,0.0001236759,0.00006181234,0.0001421103,0.000006540346,0.000007829719,0.00004260329,5.432761e-7,0.0001481941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0309649,"threshold_uncertainty_score":0.06156933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044871939925399,"score_gpt":0.289935621975963,"score_spread":0.279486902576709,"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."}}