{"id":"W2102849529","doi":"10.1136/thx.2006.070797","title":"Isolation prevalence of pulmonary non-tuberculous mycobacteria in Ontario, 1997 2003","year":2007,"lang":"en","type":"article","venue":"Thorax","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":342,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Tuberculosis; Isolation (microbiology); Internal medicine; Epidemiology; Retrospective cohort study; Christian ministry; Pulmonary disease; Disease; Mycobacterium tuberculosis; Cohort; Lung disease; Pathology; Lung; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007857544,0.0001214487,0.0002507834,0.0001900748,0.00002495033,0.000008425776,0.00009667841,0.00009170335,0.001581302],"category_scores_gemma":[0.0002076918,0.0001107163,0.00004790564,0.000398742,0.00005058619,0.0001323235,0.00005215301,0.0002536628,0.00007998489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002067257,"about_ca_system_score_gemma":0.0002705507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01337671,"about_ca_topic_score_gemma":0.009556216,"domain_scores_codex":[0.9986607,0.00003669967,0.0003471321,0.0002255575,0.0003162145,0.0004136848],"domain_scores_gemma":[0.9991715,0.00008580137,0.00007180467,0.0003214809,0.0001630142,0.0001864299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008552564,0.0002686642,0.9096865,0.0003434324,0.0000134558,0.0002093211,0.0002910691,8.866343e-7,0.08322344,0.00002204485,0.0008205554,0.004265383],"study_design_scores_gemma":[0.0004816172,0.0002416997,0.9833986,0.0002645683,0.00002695477,0.00005203423,0.0000382453,0.0001240232,0.01389145,0.00003729085,0.001345529,0.00009796966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984504,0.0001694786,0.0002015575,0.00009001265,0.0001471102,0.0004475413,0.00001685151,0.00001946616,0.01440395],"genre_scores_gemma":[0.9961355,0.0001282274,0.001226868,0.00009109954,0.00008395838,0.0000155171,0.00006330779,0.00001452922,0.00224104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07371213,"threshold_uncertainty_score":0.9993314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888743184846072,"score_gpt":0.2940100480565809,"score_spread":0.2751226162081202,"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."}}