{"id":"W4296686126","doi":"10.21203/rs.3.rs-2046871/v1","title":"Trends in pulmonary tuberculosis mortality between 1985 and 2018: an observational analysis","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demography; Tuberculosis; Mortality rate; Population; Medicine; Geography; Immigration; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001660348,0.0003474245,0.0006580091,0.002081772,0.0005504742,0.0008205523,0.0007846634,0.0004669268,0.001335388],"category_scores_gemma":[0.004046732,0.000477968,0.001062894,0.004907992,0.0003101134,0.0006837473,0.0009767347,0.0008709726,0.0004026084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082222,"about_ca_system_score_gemma":0.001421602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03121274,"about_ca_topic_score_gemma":0.0287851,"domain_scores_codex":[0.99803,0.0003961668,0.0004636958,0.0004498415,0.0003966878,0.0002636489],"domain_scores_gemma":[0.9963368,0.0004440386,0.002001105,0.0003240679,0.0005898684,0.0003042281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001683405,0.00007006407,0.9972008,0.00008773282,0.0002029358,0.00006858152,0.00009900057,0.000100585,0.00005236498,0.00002991285,0.0009238391,0.0009958275],"study_design_scores_gemma":[0.00002969041,0.00008412271,0.9981517,0.0000605719,0.0001434283,0.0001241333,0.0002435606,0.0003526606,0.00003972247,0.00002034512,0.0007429544,0.000006994876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780096,0.0006699217,0.0002918566,0.00009573411,0.00001955481,0.00009828162,0.02021331,0.00001237505,0.0005894297],"genre_scores_gemma":[0.9747448,0.0004985533,0.0003952214,0.0001069618,0.00005039336,0.0001871603,0.02380694,0.000008308108,0.0002016302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03121274,"threshold_uncertainty_score":0.06206214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3213168184662881,"score_gpt":0.5125425038691833,"score_spread":0.1912256854028953,"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."}}