{"id":"W3163949887","doi":"10.1093/jtm/taab069","title":"Multidrug-resistant tuberculosis imported into low-incidence countries—a GeoSentinel analysis, 2008–2020","year":2021,"lang":"en","type":"article","venue":"Journal of Travel Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"National Institutes of Health; Public Health Agency; Public Health Agency of Canada; Centers for Disease Control and Prevention; International Society of Travel Medicine","keywords":"Medicine; Interquartile range; Tuberculosis; Rifampicin; Epidemiology; Incidence (geometry); Drug resistance; Multiple drug resistance; Internal medicine; Extensively drug-resistant tuberculosis; Isoniazid; Pediatrics; Mycobacterium tuberculosis; Pathology; Microbiology","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":[0.0004824518,0.0002759037,0.0002121611,0.001753098,0.0004023715,0.0008923163,0.0003725585,0.0002983647,0.00103363],"category_scores_gemma":[0.0009100387,0.0001569126,0.0004237744,0.002358784,0.0002647422,0.0004724436,0.0007031682,0.0003618587,0.000225497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009192852,"about_ca_system_score_gemma":0.0006616681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04031041,"about_ca_topic_score_gemma":0.04612758,"domain_scores_codex":[0.999765,0.00003720013,0.00004152627,0.0000558975,0.00004519325,0.00005533402],"domain_scores_gemma":[0.9992243,0.00008328225,0.0003817606,0.00004493456,0.0001335439,0.0001321933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007339278,0.00000973,0.9991077,0.00001139247,0.00003051651,0.000108666,0.00007166509,0.00004196789,0.00005416777,0.000008881309,0.00008751723,0.0003944293],"study_design_scores_gemma":[0.000003627611,0.00002494908,0.9988441,0.00001173399,0.00002296193,0.0001885823,0.0005130002,0.0001108692,0.00002265197,0.000005369438,0.0002501743,0.000001868681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997937,0.0001429191,0.00002779725,0.00002243773,0.000002216442,0.000006352373,0.001633932,0.000002224587,0.0002251705],"genre_scores_gemma":[0.9962435,0.0001480723,0.00005394983,0.00002349194,0.00000630354,0.00001176322,0.003377329,0.000002424423,0.0001332795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04031041,"threshold_uncertainty_score":0.08015156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746051851845565,"score_gpt":0.3326136681433001,"score_spread":0.3151531496248445,"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."}}