{"id":"W3011369045","doi":"10.1371/journal.pone.0229691","title":"Incidence, treatment, and outcomes of isoniazid mono-resistant Mycobacterium tuberculosis infections in Alberta, Canada from 2007-2017","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Tuberculosis; Pyrazinamide; Internal medicine; Extensively drug-resistant tuberculosis; Regimen; Incidence (geometry); Isoniazid; Mycobacterium tuberculosis; Retrospective cohort study; Population; Drug resistance; Odds ratio; Multi-drug-resistant tuberculosis; Surgery; Biology; Pathology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00072755,0.0004772873,0.000460992,0.002295285,0.0019805,0.001588391,0.001702867,0.0004585692,0.001446145],"category_scores_gemma":[0.002609323,0.000380082,0.0005367172,0.004988436,0.0008531945,0.0003416674,0.0008281348,0.0008381435,0.0002438352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04286531,"about_ca_system_score_gemma":0.0470826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931101,"about_ca_topic_score_gemma":0.9944131,"domain_scores_codex":[0.9982536,0.00008835639,0.0001222414,0.0001569199,0.000884501,0.0004943337],"domain_scores_gemma":[0.9958055,0.0001507042,0.0007892067,0.00006862127,0.002294054,0.0008918628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001675219,0.00004960319,0.9852299,0.0001325093,0.00008326253,0.0003078798,0.000492877,0.0002998353,0.0001889469,0.0001493133,0.003799113,0.009099156],"study_design_scores_gemma":[0.00001368348,0.00004538064,0.9955842,0.0001519576,0.0000632211,0.0004089599,0.001155273,0.0002731353,0.0001087354,0.00002982286,0.002148499,0.0000171389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660628,0.008070111,0.0002056775,0.0009781874,0.00007722215,0.0001025708,0.01812477,0.00005522573,0.006323415],"genre_scores_gemma":[0.9860232,0.004311845,0.0002965632,0.0004259658,0.00004828277,0.000032223,0.007077605,0.00001543307,0.001768943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04286531,"threshold_uncertainty_score":0.3110111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04159490191747641,"score_gpt":0.2805601003077271,"score_spread":0.2389651983902507,"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."}}