{"id":"W2329929706","doi":"10.5588/ijtld.14.0105","title":"Chest radiography for active tuberculosis case finding in the homeless: a systematic review and meta-analysis","year":2014,"lang":"en","type":"review","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Medicine; Incidence (geometry); Tuberculosis; Tuberculin; Sputum; Population; MEDLINE; Meta-analysis; Active tuberculosis; Cochrane Library; Internal medicine; Environmental health; Mycobacterium tuberculosis; 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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01069732,0.0024904,0.01665681,0.006722423,0.0006356597,0.002683704,0.002154667,0.002326306,0.003869674],"category_scores_gemma":[0.03267293,0.001496517,0.02664802,0.007358212,0.0006289024,0.001794831,0.001329373,0.001529122,0.0002846278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002552689,"about_ca_system_score_gemma":0.003705407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006686436,"about_ca_topic_score_gemma":0.01432707,"domain_scores_codex":[0.9934343,0.002979143,0.001981099,0.0006403137,0.000744566,0.0002206465],"domain_scores_gemma":[0.978238,0.01651552,0.003085115,0.0004523684,0.001430115,0.0002787886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00170612,0.00004124837,0.003906122,0.6275049,0.3478649,0.0002119035,0.0000969547,0.0003275887,0.0001930773,0.00009814568,0.0007236736,0.01732532],"study_design_scores_gemma":[0.0006203595,0.0002629008,0.004481933,0.04874957,0.9436932,0.0001887094,0.00006734468,0.0001461227,0.0001227071,0.0001159283,0.001528476,0.0000227545],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002987695,0.9960615,0.0002274955,0.0001101289,0.00007296658,0.000201188,0.0001911578,0.00001326618,0.0001346151],"genre_scores_gemma":[0.0943738,0.9020783,0.001484282,0.0004831652,0.0001520672,0.0008517043,0.0003672905,0.00001617605,0.0001933298],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9833432,"threshold_uncertainty_score":0.05657351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07638315590860449,"score_gpt":0.4138314132481153,"score_spread":0.3374482573395108,"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."}}