{"id":"W2147307982","doi":"10.3201/eid1106.050118","title":"Rifampicin Resistance in Tuberculosis Outbreak, London, England","year":2005,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; McGill University","keywords":"Medicine; Psychological intervention; Family medicine; Public health; Antibiotic resistance; Antimicrobial; Environmental health; Gerontology; Antibiotics; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003282321,0.0002261034,0.0004798275,0.0003856482,0.000120007,0.00002866094,0.0000961019,0.000106822,0.0004086966],"category_scores_gemma":[0.001437271,0.0002011749,0.0001748851,0.0004717163,0.0001041404,0.0002309284,0.00005623926,0.0003378129,0.0001777684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002676131,"about_ca_system_score_gemma":0.00010281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005717263,"about_ca_topic_score_gemma":0.004606322,"domain_scores_codex":[0.997973,0.0002147603,0.0004328486,0.0004447492,0.0002751508,0.0006594813],"domain_scores_gemma":[0.9987499,0.0002982984,0.00006513319,0.0003994221,0.00009573559,0.0003915296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002705029,0.0004836932,0.9769361,0.0001161864,0.00009297811,0.00008439654,0.0002040795,0.0002236791,0.0002332966,0.0004440716,0.01313043,0.007780599],"study_design_scores_gemma":[0.0030687,0.0001407255,0.8352823,0.0001497959,0.00008316724,0.00003967375,0.00003765742,0.0003226666,0.0001303475,0.0004644436,0.1600461,0.0002344326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96905,0.0059144,0.00008083994,0.009295713,0.0001319435,0.0003527013,0.00002372492,0.0002371298,0.01491348],"genre_scores_gemma":[0.9939905,0.001119094,0.0001642254,0.002394327,0.0006416284,0.00009630361,0.00004907381,0.0000348967,0.001509912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1469156,"threshold_uncertainty_score":0.8203675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112070837795599,"score_gpt":0.3007220692352248,"score_spread":0.2895149854556649,"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."}}