{"id":"W2753834084","doi":"10.1186/s12879-017-2706-0","title":"Treatment outcomes for isoniazid-resistant tuberculosis under program conditions in British Columbia, Canada","year":2017,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia; BC Centre for Disease Control","funders":"","keywords":"Medicine; Regimen; Tuberculosis; Multi-drug-resistant tuberculosis; Internal medicine; Isoniazid; Medical microbiology; Adverse effect; Clinical trial; Rifapentine; Pediatrics; Mycobacterium tuberculosis; Latent tuberculosis; Immunology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008317578,0.0001576321,0.000564863,0.00005764454,0.0006641292,0.0002570425,0.0001153555,0.00009042156,0.0002051436],"category_scores_gemma":[0.001848615,0.0001892922,0.0002382471,0.00007193898,0.0001834159,0.0001021217,0.0000415326,0.00009158223,0.000007966229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009442965,"about_ca_system_score_gemma":0.001605103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9648756,"about_ca_topic_score_gemma":0.9992917,"domain_scores_codex":[0.9983857,0.00009150356,0.0003234548,0.0003949593,0.0001969631,0.0006074177],"domain_scores_gemma":[0.9982932,0.000479662,0.0001055796,0.0005372088,0.0001550546,0.0004293292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005775404,0.001227232,0.9832479,0.0001217591,0.0002378868,0.00008684125,0.000004711666,0.00001843949,0.00001092368,0.00005341056,0.01122906,0.003704085],"study_design_scores_gemma":[0.004185504,0.000829655,0.9870946,0.00006524911,0.0002214717,0.00004554461,0.00006726045,0.0001789037,0.00000305603,0.0004726702,0.0066507,0.0001853941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935166,0.0002661294,0.00001445924,0.001794299,0.0001932262,0.002096417,0.00115066,0.0001126792,0.0008554889],"genre_scores_gemma":[0.9946594,0.0001402205,0.00009269245,0.0006500435,0.0001161287,0.002673222,0.0003114635,0.0000308026,0.00132601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03441604,"threshold_uncertainty_score":0.7719111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02712832277259291,"score_gpt":0.3467327725488423,"score_spread":0.3196044497762494,"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."}}