{"id":"W4416594981","doi":"10.3390/tropicalmed10120328","title":"Review of the Canadian Nontuberculous Mycobacterial Disease Landscape—Challenges and Opportunities","year":2025,"lang":"en","type":"article","venue":"Tropical Medicine and Infectious Disease","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Nontuberculous mycobacteria; Multidisciplinary approach; Disease; Public health; Incidence (geometry); Antibiotic resistance; Narrative review; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.0001122519,0.0001492364,0.0003768295,0.0001410945,0.000130449,0.00001136874,0.00006327848,0.00004809942,0.000295481],"category_scores_gemma":[0.001528209,0.00008776118,0.00007488336,0.000105137,0.0003825592,0.00004810309,0.00006499336,0.0001593838,0.000001430173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004187065,"about_ca_system_score_gemma":0.0007014103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003669014,"about_ca_topic_score_gemma":0.005649268,"domain_scores_codex":[0.998971,0.0001125031,0.0002482287,0.0002162842,0.0002125554,0.0002393684],"domain_scores_gemma":[0.9981056,0.0001451181,0.00004252961,0.0003083383,0.0001432682,0.001255164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009178994,0.0003402626,0.7820017,0.04096938,0.0002722113,0.0002777687,0.0001868705,6.516581e-8,0.0000450742,0.02757693,0.07930589,0.06810597],"study_design_scores_gemma":[0.001351219,0.0002487836,0.9020848,0.009105526,0.0005392847,0.00001129388,0.00003805641,0.000009851118,0.000002751885,0.0007693972,0.08575647,0.00008260389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4529937,0.3858455,0.000002040422,0.1413625,0.000353995,0.0008832297,0.00006121623,0.00003867337,0.01845908],"genre_scores_gemma":[0.6894054,0.2974768,0.000001345308,0.01273988,0.0001832469,0.00004527528,0.00001613178,0.000006343179,0.0001254947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2364117,"threshold_uncertainty_score":0.5546476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03922483338816864,"score_gpt":0.3001464842163716,"score_spread":0.260921650828203,"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."}}