{"id":"W3110814204","doi":"10.1038/s41598-020-78737-w","title":"Cost-effectiveness of newer technologies for the diagnosis of Mycobacterium tuberculosis infection in Brazilian people living with HIV","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Tuberculosis; Tuberculin; Latent tuberculosis; Human immunodeficiency virus (HIV); Pharmacy; Mycobacterium tuberculosis; Immunology; Intensive care medicine; Environmental health; Family medicine; 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":[0.005250706,0.001039405,0.001256141,0.0007678607,0.0002747793,0.001146063,0.00110895,0.001063308,0.002251243],"category_scores_gemma":[0.02078729,0.0004551694,0.002699422,0.0007089144,0.0005730401,0.001019844,0.001066572,0.0008890087,0.0001068556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005081431,"about_ca_system_score_gemma":0.002867728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05489573,"about_ca_topic_score_gemma":0.02962581,"domain_scores_codex":[0.9967069,0.002528411,0.00009939805,0.0001838448,0.0002199491,0.0002615453],"domain_scores_gemma":[0.9887568,0.009353801,0.001050271,0.0002826457,0.000329545,0.000226986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.005652019,0.001217055,0.07244122,0.001605665,0.003136874,0.0004557631,0.0002071997,0.8376082,0.001694081,0.009121488,0.001444582,0.06541582],"study_design_scores_gemma":[0.001872104,0.004743,0.0814501,0.001489547,0.005276794,0.0005537909,0.0005171347,0.8870219,0.001522996,0.01137919,0.004027638,0.0001457506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964182,0.01643816,0.007963028,0.002585639,0.00008227123,0.0003326622,0.001325031,0.00006132881,0.007029875],"genre_scores_gemma":[0.9956403,0.00213813,0.001501751,0.0001560112,0.00001185185,0.00006596714,0.0002443119,0.000006511021,0.0002350921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05489573,"threshold_uncertainty_score":0.1091524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03709480514164658,"score_gpt":0.3246983743977651,"score_spread":0.2876035692561185,"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."}}