{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004484932,0.00019246,0.0002215716,0.001021517,0.0005912315,0.001036047,0.0003575762,0.0006008241,0.002699977],"category_scores_gemma":[0.002644423,0.0003251961,0.0001371133,0.001587226,0.0005155907,0.0008183924,0.000870642,0.0004423211,0.0005136186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002350989,"about_ca_system_score_gemma":0.001378151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1980908,"about_ca_topic_score_gemma":0.3337742,"domain_scores_codex":[0.9993752,0.0001749122,0.0001344511,0.00007438391,0.0001426627,0.00009845888],"domain_scores_gemma":[0.9981418,0.0003375063,0.0007028649,0.00008616606,0.0003955444,0.0003362073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002338028,0.00005260366,0.9483302,0.000449264,0.0000560329,0.01539394,0.00594986,0.0002788113,0.001838795,0.0002933362,0.01116833,0.0159552],"study_design_scores_gemma":[0.00002113382,0.00005642181,0.9859933,0.000081447,0.00001018534,0.001883798,0.004227987,0.0001366719,0.0001698462,0.00003436415,0.007372636,0.00001226243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824933,0.002342826,0.0001364317,0.003899767,0.00006424987,0.00007304779,0.004248327,0.00004664984,0.006695419],"genre_scores_gemma":[0.9920035,0.001698679,0.0001692412,0.001027075,0.00009710107,0.00004776923,0.001828678,0.00001613041,0.003111844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1980908,"threshold_uncertainty_score":0.3938756,"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."}}