{"id":"W2790324098","doi":"10.14745/ccdr.v43i34a01","title":"Latent tuberculosis infection: An overview","year":2017,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":255,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Latent tuberculosis; Tuberculosis; Mycobacterium tuberculosis; Medicine; Active tuberculosis; Immunology; Disease; Intensive care medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000676365,0.0001838233,0.0004915311,0.00004848116,0.0008920968,0.00007062933,0.0004148492,0.00007392405,0.0004281471],"category_scores_gemma":[0.002036148,0.0001607334,0.0001638922,0.00006556445,0.0001782148,0.0002267315,0.0003672414,0.0003847837,0.0000146004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004164359,"about_ca_system_score_gemma":0.00268253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8491883,"about_ca_topic_score_gemma":0.7408859,"domain_scores_codex":[0.9980775,0.0002068082,0.0004350562,0.0003410349,0.0004483156,0.0004912682],"domain_scores_gemma":[0.9933285,0.00007640829,0.0002065519,0.004641299,0.0002474233,0.001499791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000110318,0.0001829266,0.9516553,0.0001591263,0.0001967049,0.005419902,0.000005198355,0.00002294561,0.00003763845,0.0003559263,0.03864909,0.003204942],"study_design_scores_gemma":[0.0003302472,0.00004758931,0.750878,0.00009958359,0.0001152645,0.0004721768,0.000006197718,0.0005213743,0.00002068761,0.0001143998,0.2472606,0.0001338999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448295,0.007760833,0.000004244424,0.02764404,0.0003255674,0.0004657544,0.00003762615,0.0000850957,0.01884736],"genre_scores_gemma":[0.9892507,0.005864453,0.00009454702,0.00265883,0.0001388076,0.00007502321,0.0002834052,0.00002821187,0.001606062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2086115,"threshold_uncertainty_score":0.6861377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089037618459603,"score_gpt":0.3918814417695809,"score_spread":0.2829776799236206,"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."}}