{"id":"W2168526418","doi":"10.1183/09031936.00055010","title":"The cost of medical management of pulmonary nontuberculous mycobacterial disease in Ontario, Canada","year":2010,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Nontuberculous mycobacteria; Pulmonary disease; Disease management; Intensive care medicine; Disease; Dermatology; Mycobacterium; Tuberculosis; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004967895,0.0003478924,0.0003850812,0.001541779,0.001715508,0.00155568,0.001405002,0.0004894527,0.002429273],"category_scores_gemma":[0.004409293,0.0003697643,0.0006036038,0.003685366,0.0006567211,0.0004213885,0.0008151596,0.0005676865,0.0001417517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08805242,"about_ca_system_score_gemma":0.057007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923761,"about_ca_topic_score_gemma":0.9949741,"domain_scores_codex":[0.9983281,0.0001894443,0.0001703481,0.00009888222,0.0007892572,0.0004239648],"domain_scores_gemma":[0.9950705,0.0003727338,0.001582117,0.00006525668,0.001455379,0.001453993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002757524,0.0001063902,0.9286266,0.0006703288,0.0003426282,0.001168068,0.0008643974,0.002934746,0.0004617379,0.001201176,0.01643111,0.04691711],"study_design_scores_gemma":[0.00004200048,0.00008103762,0.990537,0.0002555804,0.0001077737,0.0004536788,0.0008704064,0.002713601,0.00007591378,0.0001010114,0.004734186,0.00002788108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543041,0.01545352,0.0003239131,0.006523216,0.0001061147,0.000195409,0.01126045,0.0000453946,0.01178783],"genre_scores_gemma":[0.9911749,0.004691639,0.0003546596,0.0003978958,0.00004726833,0.0000283071,0.002003778,0.000008440659,0.001293141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08805242,"threshold_uncertainty_score":0.638868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01780619640938331,"score_gpt":0.2673882385006328,"score_spread":0.2495820420912495,"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."}}