{"id":"W4403078442","doi":"10.1186/s12879-024-09965-y","title":"Nontuberculous mycobacterial pulmonary disease (NTM PD) incidence trends in the United States, 2010–2019","year":2024,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"National Institute of Allergy and Infectious Diseases; Fogarty International Center; National Institutes of Health","keywords":"Medicine; Incidence (geometry); Nontuberculous mycobacteria; Bronchiectasis; Population; Poisson regression; Allergic bronchopulmonary aspergillosis; Epidemiology; Demography; Disease; Medical microbiology; Environmental health; Internal medicine; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003031603,0.0003303661,0.0003262003,0.0008977042,0.0001509291,0.0003228768,0.0002379141,0.00009460346,0.001361188],"category_scores_gemma":[0.0005871325,0.0002283238,0.0002899926,0.001679434,0.0001629335,0.0003135984,0.0001145798,0.0003807606,0.0003664299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002245555,"about_ca_system_score_gemma":0.0005196331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002788182,"about_ca_topic_score_gemma":0.0004333954,"domain_scores_codex":[0.9974135,0.0003542757,0.0003701131,0.0005575683,0.0006561042,0.000648431],"domain_scores_gemma":[0.9977845,0.0007569517,0.00004617581,0.0006520525,0.00009926829,0.0006610679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001478927,0.001319199,0.9241931,0.0006988685,0.00007494041,0.00336932,0.0002537875,0.00009384639,0.0001989429,0.0002224272,0.06304284,0.005053775],"study_design_scores_gemma":[0.0009409418,0.0003300205,0.9765819,0.000305272,0.000308935,0.0001704534,0.00007786591,0.002718613,0.0000120359,0.0004919253,0.01777566,0.0002864157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915342,0.00334844,0.00004478808,0.001142912,0.0009143941,0.0006042922,0.0007232948,0.0003853567,0.001302294],"genre_scores_gemma":[0.9929597,0.001069942,0.000008563321,0.0009737936,0.0009397488,0.0003598027,0.002857693,0.00005273202,0.0007780034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05238874,"threshold_uncertainty_score":0.9995517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775882528407988,"score_gpt":0.2980208004732972,"score_spread":0.2802619751892173,"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."}}