{"id":"W2569983446","doi":"10.1016/s1473-3099(16)30458-3","title":"It takes more than a sensitive test to find more tuberculosis cases","year":2017,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Tuberculosis; Medicine; Case finding; Human immunodeficiency virus (HIV); Test (biology); Family medicine; Intensive care medicine; Environmental health; 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":[0.006359959,0.001162068,0.001982119,0.001252144,0.004256802,0.004446993,0.001846502,0.06748798,0.01235337],"category_scores_gemma":[0.0820608,0.001179382,0.00170397,0.000859823,0.004007976,0.00555236,0.002293171,0.0589252,0.01138511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004548134,"about_ca_system_score_gemma":0.004593334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005783163,"about_ca_topic_score_gemma":0.007296033,"domain_scores_codex":[0.9907839,0.003151022,0.001412482,0.0009239326,0.002707516,0.001021089],"domain_scores_gemma":[0.9470628,0.0346602,0.003764006,0.001470616,0.00635552,0.006686753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005552961,0.00006913612,0.003178779,0.0001058289,0.00004360127,0.001812507,0.000166731,0.00006901682,0.0002693429,0.002619183,0.9737845,0.01782594],"study_design_scores_gemma":[0.0004687108,0.0003669868,0.005244723,0.001587738,0.0001842869,0.009155394,0.00150589,0.0008150656,0.0005484209,0.03426239,0.9456803,0.0001801264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002117089,0.0005796564,0.0000569989,0.9901153,0.008142019,0.000003759413,0.00001844602,0.00001301232,0.0008591337],"genre_scores_gemma":[0.002489505,0.0006845464,0.000138885,0.9596033,0.0356107,0.00001350822,0.00002085966,0.00001330991,0.0014255],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06748798,"threshold_uncertainty_score":0.04132611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04565810570239164,"score_gpt":0.3552865050876685,"score_spread":0.3096283993852768,"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."}}