{"id":"W3112676399","doi":"10.1016/s1473-3099(20)30576-4","title":"Improving diagnosis of tuberculosis in children","year":2020,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Tuberculosis; Declaration; Medicine; Pediatrics; Government (linguistics); Disease; Family medicine; Internal medicine; Political science; Pathology; Law","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":[0.009181553,0.001260851,0.001820833,0.001684934,0.004690385,0.004020406,0.002931549,0.07031734,0.009598373],"category_scores_gemma":[0.06098368,0.001609945,0.002167302,0.001118684,0.003242687,0.004592436,0.003298273,0.04505331,0.007068787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006749665,"about_ca_system_score_gemma":0.01501693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04420715,"about_ca_topic_score_gemma":0.05430629,"domain_scores_codex":[0.9889021,0.003694524,0.001540187,0.000786407,0.003147542,0.001929265],"domain_scores_gemma":[0.9610613,0.01886564,0.00296093,0.0007792803,0.006837703,0.009495153],"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":[0.0000853321,0.00007060678,0.003175315,0.000143913,0.00002655381,0.00108227,0.0002059594,0.00005460046,0.0002600003,0.001912736,0.9807833,0.01219944],"study_design_scores_gemma":[0.0005002893,0.0002740374,0.01901882,0.002112835,0.0001546427,0.002338892,0.001143234,0.0009632112,0.0005631047,0.007863975,0.9649223,0.0001446904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002947566,0.0008800543,0.00005725932,0.9821665,0.01457214,0.00001404482,0.0001007345,0.00001729696,0.001897271],"genre_scores_gemma":[0.002090716,0.0007975911,0.0001688258,0.9589006,0.03417053,0.00004068651,0.00006435579,0.00002237232,0.003744378],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07031734,"threshold_uncertainty_score":0.08789968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02259275926357885,"score_gpt":0.2972990759164963,"score_spread":0.2747063166529174,"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."}}