{"id":"W2419663089","doi":"10.1016/s1473-3099(16)30133-5","title":"Active tuberculosis case finding—do we have the right tool?","year":2016,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tuberculosis; Rifampicin; Context (archaeology); Predictive value; Mycobacterium tuberculosis; Internal medicine; 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":[0.01146712,0.00100615,0.00291007,0.001981573,0.004558867,0.007250854,0.003756215,0.07792401,0.009981458],"category_scores_gemma":[0.08761655,0.001729358,0.001829375,0.001143405,0.007616422,0.01744806,0.004065807,0.09340876,0.007214831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00584514,"about_ca_system_score_gemma":0.007750679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00546844,"about_ca_topic_score_gemma":0.009498243,"domain_scores_codex":[0.9854194,0.00593029,0.002721571,0.001452192,0.003119582,0.001357041],"domain_scores_gemma":[0.9457206,0.02493122,0.004389406,0.001751385,0.009211359,0.01399613],"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":[0.0001160723,0.000118227,0.004423335,0.0002857549,0.00006273276,0.003970613,0.0003861478,0.0001047746,0.0003070844,0.005662729,0.951041,0.03352143],"study_design_scores_gemma":[0.0005448423,0.0002912192,0.00513296,0.006424721,0.0001978636,0.02106333,0.004290201,0.001381201,0.0004310066,0.06663377,0.8932186,0.0003902828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001110968,0.001494882,0.00005483884,0.9927647,0.005136797,0.000002672605,0.000009120998,0.000006490445,0.0004194387],"genre_scores_gemma":[0.004105452,0.003822469,0.0004215923,0.9191035,0.07151717,0.00001898776,0.00002834272,0.00001905294,0.0009634403],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07792401,"threshold_uncertainty_score":0.06064463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03404433852487038,"score_gpt":0.3299677226442942,"score_spread":0.2959233841194238,"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."}}