{"id":"W2748740204","doi":"10.1093/ofid/ofx163.1801","title":"Rate of All-cause Hospitalization at Year 2 Between Treatment Groups Following Diagnosis of Nontuberculous Mycobacterial Lung Disease in the USA","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Nontuberculous mycobacteria; Internal medicine; Comorbidity; Ethambutol; Tuberculosis; Bronchiectasis; Logistic regression; Lung fibrosis; Asthma; Rifampicin; Lung; Pediatrics; Gastroenterology; Pulmonary fibrosis; Mycobacterium; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006485648,0.0001665522,0.0003699697,0.0007598045,0.0003313108,0.0006110566,0.0003925592,0.0005693918,0.001262537],"category_scores_gemma":[0.002625141,0.0002085152,0.000895919,0.0009794608,0.0001677313,0.0004949727,0.0005132031,0.0008943664,0.0001505789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006489503,"about_ca_system_score_gemma":0.0005552393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02413424,"about_ca_topic_score_gemma":0.03158168,"domain_scores_codex":[0.9991513,0.0002591087,0.00009634858,0.0001480427,0.0001570959,0.0001880482],"domain_scores_gemma":[0.9980087,0.000276599,0.001110097,0.00008658643,0.0001627416,0.0003553068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000114488,0.00004865829,0.9986797,0.000005120009,0.00005654892,0.00002827693,0.0000271081,0.00002855799,0.00005265663,0.000007778669,0.0002417191,0.0007094145],"study_design_scores_gemma":[0.000006224064,0.0000395699,0.9996375,0.000002907902,0.00001255932,0.0000455594,0.00005861033,0.0001235589,0.00001658325,0.00000569129,0.0000491062,0.000002155638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980872,0.0001821539,0.00004168235,0.0001190237,0.000006522617,0.00001066191,0.001286694,0.000005462437,0.0002605736],"genre_scores_gemma":[0.9977564,0.00009819605,0.00003350502,0.00008494741,0.000009207751,0.0000113722,0.00187612,0.000001420722,0.0001288911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02413424,"threshold_uncertainty_score":0.04798752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03310874495915396,"score_gpt":0.3471403255143992,"score_spread":0.3140315805552452,"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."}}