{"id":"W2979237484","doi":"10.1016/j.jval.2018.09.2607","title":"PSY30 - INCIDENCE AND PREVALENCE OF NONTUBERCULOUS MYCOBACTERIAL LUNG DISEASE IN US MEDICARE, 2008-2015","year":2018,"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":"University of Toronto","funders":"","keywords":"Medicine; Incidence (geometry); Nontuberculous mycobacteria; Demography; Lung disease; Pediatrics; Internal medicine; Tuberculosis; Lung; 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":[0.0007819441,0.0002353114,0.0002829074,0.001443975,0.0003438549,0.000724755,0.0006844566,0.000642514,0.003092703],"category_scores_gemma":[0.003809854,0.0002420892,0.0007449389,0.001884747,0.0002467885,0.0007917903,0.00113228,0.0005795648,0.000440685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009996507,"about_ca_system_score_gemma":0.001010896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07981645,"about_ca_topic_score_gemma":0.09704603,"domain_scores_codex":[0.9991309,0.0001393733,0.0001402431,0.0001715819,0.0001938142,0.0002241842],"domain_scores_gemma":[0.9968015,0.0002342145,0.001985539,0.00007648114,0.0004078397,0.000494453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006049911,0.00001741628,0.9977502,0.00001914856,0.00005607534,0.00002098326,0.00004165588,0.00006497501,0.00005645637,0.00004351985,0.0009121901,0.0009569069],"study_design_scores_gemma":[0.00000206994,0.00001853992,0.9993982,0.00001088996,0.000009531699,0.00004899524,0.00008675099,0.0001023083,0.00001604186,0.0000114029,0.0002937879,0.000001432961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747362,0.001181563,0.0001300921,0.0004347034,0.00002953471,0.00002145127,0.02162255,0.00002508302,0.001818809],"genre_scores_gemma":[0.9899809,0.0003372159,0.00006842866,0.0001007499,0.00001744469,0.00001494837,0.008732509,0.000003166959,0.0007445021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07981645,"threshold_uncertainty_score":0.1587037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245974363476519,"score_gpt":0.3404490655037625,"score_spread":0.3179893218689974,"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."}}