{"id":"W4292680240","doi":"10.3201/eid2809.220092","title":"Costs of Tuberculosis at 3 Treatment Centers, Canada, 2010–2016","year":2022,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McGill University Health Centre; McGill University","keywords":"Isoniazid; Medicine; Interquartile range; Tuberculosis; Multi-drug-resistant tuberculosis; Internal medicine; Retrospective cohort study; Extensively drug-resistant tuberculosis; Mycobacterium tuberculosis; Pediatrics; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001040814,0.0001713122,0.0004038998,0.0001568288,0.0003299696,0.000003550708,0.00007981482,0.00002579895,0.00267149],"category_scores_gemma":[0.0002282674,0.0001465309,0.0002008349,0.0002206077,0.00006635544,0.00003188372,0.000158095,0.0001196134,0.00001622914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002659936,"about_ca_system_score_gemma":0.0006390183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6385207,"about_ca_topic_score_gemma":0.1848892,"domain_scores_codex":[0.9983639,0.0002307748,0.0002913165,0.0002952509,0.0003738815,0.000444935],"domain_scores_gemma":[0.9989269,0.0002052781,0.00009242655,0.0003386364,0.00006616659,0.0003706141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002384801,0.0005316965,0.8037813,0.00004049148,0.0004101551,0.00008931736,0.00004879181,0.0004231111,0.0007017693,0.00004419334,0.1894209,0.004269781],"study_design_scores_gemma":[0.003114967,0.001755661,0.8403409,0.00005483447,0.0004098095,0.0001937626,0.000220553,0.0005163794,0.0007327301,0.00003105349,0.1523505,0.0002788688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891252,0.002670565,0.000004807247,0.004033575,0.0005428597,0.0003738937,0.0004816125,0.00007451874,0.002692995],"genre_scores_gemma":[0.9956785,0.0006230474,0.000005378442,0.001008254,0.0001094873,0.0001820031,0.0002439456,0.00002531234,0.002124059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4536315,"threshold_uncertainty_score":0.9982402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245724018852892,"score_gpt":0.27987677414382,"score_spread":0.2674195339552911,"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."}}