{"id":"W3094390336","doi":"10.1071/ma20052","title":"Tuberculosis: yesterday, today and tomorrow","year":2020,"lang":"en","type":"article","venue":"Microbiology Australia","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Yesterday; Tuberculosis; Pandemic; Disadvantage; Public health; Disease; Medicine; Economic growth; Coronavirus disease 2019 (COVID-19); Environmental health; Political science; Infectious disease (medical specialty); Nursing; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002058169,0.0001841267,0.0004570085,0.00005882741,0.00005725225,0.00001000741,0.0001030359,0.0002778604,0.0009503957],"category_scores_gemma":[0.0002744746,0.0001463888,0.00009428034,0.000128228,0.0002941099,0.00004869188,0.0001086705,0.0004174039,0.0008208992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002536309,"about_ca_system_score_gemma":0.00003002384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009925291,"about_ca_topic_score_gemma":0.00001713619,"domain_scores_codex":[0.9985561,0.0001663277,0.0002772612,0.0004428034,0.00003775303,0.0005197976],"domain_scores_gemma":[0.9992286,0.00008360772,0.00004047797,0.0001916789,0.00004529141,0.0004103287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002440335,0.00004844916,0.1411256,0.0000982563,0.0001755294,0.0001344816,0.0001955477,0.000001764441,0.6948227,0.0002222906,0.162272,0.0006592711],"study_design_scores_gemma":[0.004995609,0.003419028,0.3698138,0.0001210326,0.000363674,0.004133193,0.0002600119,0.0001623033,0.07896066,0.0002323795,0.5367461,0.0007922216],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9339715,0.0004190977,0.00002675485,0.06470282,0.0000951766,0.0002538365,0.0000409306,0.00007440225,0.0004154546],"genre_scores_gemma":[0.9856311,0.0001252978,0.000690178,0.01198394,0.000230403,0.00001708531,0.0001088597,0.0000155531,0.001197546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6158621,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06149682276942234,"score_gpt":0.3355657020124219,"score_spread":0.2740688792429996,"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."}}