{"id":"W1987806720","doi":"10.1371/journal.pone.0053466","title":"Multidrug and Extensively Drug-resistant Tuberculosis in Canada 1997–2008: Demographic and Disease Characteristics","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Canadian Science Centre for Human and Animal Health; Public Health Agency of Canada; Toronto Public Health; University of Alberta","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Tuberculosis; Extensively drug-resistant tuberculosis; Medicine; Drug resistance; Drug; Multiple drug resistance; Disease; Multi-drug-resistant tuberculosis; Internal medicine; Drug resistant tuberculosis; Intensive care medicine; Mycobacterium tuberculosis; Pharmacology; Pathology; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004034713,0.0004378673,0.0003098504,0.001740104,0.001743291,0.0006897019,0.001226409,0.0004005196,0.001903315],"category_scores_gemma":[0.0009726093,0.0003649435,0.0003233573,0.004380525,0.0005074503,0.0003146149,0.0005662914,0.0005608145,0.0002835863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02393516,"about_ca_system_score_gemma":0.02845162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928755,"about_ca_topic_score_gemma":0.9948296,"domain_scores_codex":[0.9994339,0.00002483767,0.00003813503,0.00007751641,0.0002274576,0.0001981084],"domain_scores_gemma":[0.9984843,0.00003821991,0.00031488,0.00003259701,0.0007213053,0.0004087151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005594246,0.00002602293,0.9946486,0.0000487504,0.00003434828,0.0001089782,0.0001821299,0.000113323,0.000156286,0.00004320492,0.00207949,0.002502835],"study_design_scores_gemma":[0.000006147,0.00002082405,0.9981865,0.00002196284,0.00001507878,0.0001160736,0.0003153823,0.0001828033,0.00004265493,0.000008268664,0.001079332,0.000004931736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581688,0.001215696,0.0002345532,0.0003265358,0.00001702281,0.0001705496,0.03715573,0.00003108983,0.002679986],"genre_scores_gemma":[0.9854172,0.0007866127,0.0003655043,0.0001305337,0.00001045463,0.00005624651,0.01213796,0.00000729974,0.001088279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02393516,"threshold_uncertainty_score":0.1736625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289220067872613,"score_gpt":0.234544819871859,"score_spread":0.2116526191931329,"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."}}