{"id":"W3198656422","doi":"10.1186/s12879-021-06633-3","title":"Tuberculosis screening costs and cost-effectiveness in high-risk groups: a systematic review","year":2021,"lang":"en","type":"review","venue":"BMC Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Canadian Institutes of Health Research; World Health Organization","keywords":"Medicine; Tuberculosis; Cost effectiveness; Systematic review; Population; Public health; Family medicine; Environmental health; MEDLINE; Pathology; Risk analysis (engineering)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002070424,0.0008143639,0.008405371,0.0006223267,0.000156054,0.00006925228,0.0001826268,0.000440905,0.00009004026],"category_scores_gemma":[0.01850592,0.0006048744,0.001218811,0.001165073,0.0001595918,0.0001291734,0.0002652878,0.0009683201,0.00007816353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008270089,"about_ca_system_score_gemma":0.0006133966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089649,"about_ca_topic_score_gemma":0.0004214095,"domain_scores_codex":[0.9886705,0.007504119,0.001498174,0.001084351,0.000454196,0.0007886086],"domain_scores_gemma":[0.9911807,0.006352984,0.0005916059,0.0009596937,0.0002327982,0.000682225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002327177,0.0002913469,0.03375427,0.8786179,0.0009810133,0.0002238284,0.0000039955,0.000001530606,2.600836e-8,0.00009447512,0.0003847104,0.08562357],"study_design_scores_gemma":[0.001378993,0.0002677761,0.008676036,0.9592928,0.0175749,0.0009903813,0.00001472217,0.00002559098,6.188171e-8,0.00002370355,0.01118204,0.0005730241],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003601436,0.9873635,0.0001669821,0.0000266422,0.0001383405,0.01140854,0.0002733105,0.0001479972,0.0001145985],"genre_scores_gemma":[0.0006310068,0.9900464,0.00004576576,0.0003653886,0.000179913,0.007754063,0.000837133,0.0001165779,0.00002369722],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08505055,"threshold_uncertainty_score":0.9996403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05127334960401663,"score_gpt":0.383274038638019,"score_spread":0.3320006890340023,"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."}}