{"id":"W2985344988","doi":"10.1016/j.tmaid.2019.101504","title":"International mass gatherings and travel-associated illness: A GeoSentinel cross-sectional, observational study","year":2019,"lang":"en","type":"article","venue":"Travel Medicine and Infectious Disease","topic":"Travel-related health issues","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institutes of Health; Public Health Agency of Canada; Centers for Disease Control and Prevention; International Society of Travel Medicine","keywords":"Observational study; Cross-sectional study; Medicine; Travel medicine; Environmental health; Family medicine; Internal medicine; Psychiatry; Pathology","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":[0.0008215678,0.0003489965,0.0003372641,0.001037646,0.0006784306,0.0007573828,0.000414566,0.0005618334,0.002192052],"category_scores_gemma":[0.001949861,0.0004263952,0.0003338022,0.001965232,0.0003582595,0.001091574,0.0006750778,0.0007886852,0.0003751788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004180885,"about_ca_system_score_gemma":0.0005366816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008346751,"about_ca_topic_score_gemma":0.01187956,"domain_scores_codex":[0.9995794,0.0001184624,0.0000655585,0.000081288,0.00007575097,0.00007950325],"domain_scores_gemma":[0.998457,0.0002302331,0.0008390339,0.00008388202,0.0001145011,0.0002754557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006327998,0.00009758335,0.9990969,0.00002244973,0.00002804079,0.00008689611,0.0001879213,0.00001144146,0.00004846503,0.000006108756,0.00008265002,0.0002682863],"study_design_scores_gemma":[0.00001581187,0.00033776,0.9976902,0.00003245116,0.00003659298,0.0003644825,0.001235823,0.00006911225,0.00001574038,0.00001014999,0.0001869451,0.000004909692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989262,0.0001427902,0.00004799106,0.0000243598,0.000002991126,0.00004402996,0.0005120409,0.000001812271,0.000297694],"genre_scores_gemma":[0.9989323,0.000201355,0.00008550791,0.00005609768,0.00001023966,0.00005089056,0.0005549808,0.000001449679,0.0001070613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008346751,"threshold_uncertainty_score":0.01659632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05693373274036946,"score_gpt":0.3530438274200048,"score_spread":0.2961100946796353,"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."}}