{"id":"W1970353821","doi":"10.3201/eid1304.061329","title":"Spread of Extensively Drug-resistant Tuberculosis","year":2007,"lang":"en","type":"letter","venue":"Emerging infectious diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Zaragoza","keywords":"Extensively drug-resistant tuberculosis; Tuberculosis; Drug resistance; Virology; Medicine; Mycobacterium tuberculosis; Drug; Biology; Microbiology; Pharmacology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004011444,0.0006050584,0.001554458,0.001038741,0.0001583488,0.00002121333,0.0002333854,0.0006613304,0.0008215289],"category_scores_gemma":[0.002261835,0.0005293721,0.0009384215,0.0005649763,0.0004241733,0.00008312368,0.0001517159,0.001810881,0.0001802413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935649,"about_ca_system_score_gemma":0.0003511031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00192767,"about_ca_topic_score_gemma":0.00006909203,"domain_scores_codex":[0.9958153,0.0003487766,0.0009399054,0.0008243591,0.0008956261,0.001176059],"domain_scores_gemma":[0.9965844,0.001007421,0.000385732,0.000934314,0.0006603257,0.0004277921],"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":[0.0002136285,0.0002457517,0.05198947,0.001483429,0.0009883522,0.00140383,0.00004846167,0.00001200819,0.0003624477,0.00002353241,0.9415085,0.00172063],"study_design_scores_gemma":[0.001318747,0.0005441933,0.08919585,0.0009220948,0.001511622,0.0002033826,0.00004588747,0.00004599786,0.0003384299,0.0002901868,0.9049336,0.0006500115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1427414,0.01545936,0.0001339738,0.8138412,0.001683302,0.001893423,0.0008681149,0.0008469252,0.0225323],"genre_scores_gemma":[0.1689427,0.002538451,0.0001295462,0.8149105,0.007168485,0.0001631348,0.001641523,0.0002837042,0.004221893],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03720638,"threshold_uncertainty_score":0.9997158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753373958457208,"score_gpt":0.3130041858365772,"score_spread":0.2954704462520051,"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."}}