{"id":"W6958200664","doi":"10.60692/c49eq-c3656","title":"Tuberculosis screening among ambulatory people living with HIV: a systematic review and individual participant data meta-analysis","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Ambulatory; Tuberculosis; Observational study; Data extraction; Systematic review; MEDLINE; Human immunodeficiency virus (HIV); Clinical trial","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":[0.02026208,0.002913199,0.02325894,0.005348088,0.0006974752,0.003377473,0.002676443,0.00261218,0.003906528],"category_scores_gemma":[0.05059009,0.001766989,0.04170823,0.006717454,0.0007732044,0.002371694,0.001775313,0.002413616,0.0004158205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002962881,"about_ca_system_score_gemma":0.004227063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008698259,"about_ca_topic_score_gemma":0.01827602,"domain_scores_codex":[0.9853461,0.008145439,0.003703016,0.001274945,0.001106422,0.0004241549],"domain_scores_gemma":[0.9690772,0.02453392,0.003224109,0.0009295937,0.001945864,0.0002893389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001389508,0.00002753931,0.002378851,0.3546162,0.6341801,0.00009445586,0.00008191565,0.0003770109,0.0001155775,0.0001313436,0.0004375255,0.006170046],"study_design_scores_gemma":[0.0005439104,0.0001675287,0.001785158,0.02403252,0.9718137,0.00005796033,0.00003902187,0.0001670332,0.00006289082,0.0001897887,0.001119142,0.00002129693],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004674317,0.992535,0.0008982776,0.0002080487,0.000187481,0.0005553851,0.0006616861,0.00002970057,0.0002501053],"genre_scores_gemma":[0.1906556,0.7967162,0.004690261,0.001591915,0.0003536101,0.003997625,0.001472811,0.00005519365,0.0004668118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02325894,"threshold_uncertainty_score":0.1071574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0645858946824201,"score_gpt":0.2866236607198193,"score_spread":0.2220377660373992,"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."}}