{"id":"W2544452208","doi":"10.1016/j.jval.2016.09.1188","title":"The Economic Burden of Non-Tuberculous Mycobacterial Pulmonary Disease In Canada, France, United Kingdom And Germany","year":2016,"lang":"en","type":"article","venue":"Value in Health","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Culture conversion; Health care; Exacerbation; Mycobacterium abscessus; Total cost; Indirect costs; Retrospective cohort study; Cohort; Family medicine; Emergency medicine; Pediatrics; Tuberculosis; Internal medicine; Sputum","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005261866,0.000267124,0.000349945,0.0025148,0.001329609,0.002478609,0.0007514134,0.000684455,0.00238915],"category_scores_gemma":[0.002685613,0.000181542,0.0005171956,0.004693146,0.0008315135,0.0005475088,0.001119653,0.0006584646,0.0001253406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03909018,"about_ca_system_score_gemma":0.02420654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870701,"about_ca_topic_score_gemma":0.9892941,"domain_scores_codex":[0.9989207,0.0001487598,0.00007969255,0.00005493044,0.0003474712,0.0004485282],"domain_scores_gemma":[0.9978583,0.000164924,0.0004684047,0.00002897642,0.0007493478,0.0007300281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004175979,0.0000696381,0.9542724,0.0001722215,0.0003076028,0.001448934,0.001100302,0.002083466,0.0002623637,0.005170412,0.008004602,0.02669048],"study_design_scores_gemma":[0.000008171334,0.00001690676,0.9936628,0.0000856558,0.00003893522,0.0001951642,0.00161985,0.0005572318,0.00004110555,0.00009559333,0.003664676,0.00001382201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691334,0.01001083,0.00008071614,0.005466238,0.00006887012,0.0000215805,0.006111158,0.00001214239,0.009094918],"genre_scores_gemma":[0.9935405,0.003431042,0.00007837096,0.0002021481,0.00002215347,0.000004992621,0.001131269,0.000003453087,0.001586175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03909018,"threshold_uncertainty_score":0.2836204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895385552034226,"score_gpt":0.2762595990487559,"score_spread":0.2573057435284136,"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."}}