{"id":"W4311672195","doi":"10.1007/s40265-022-01817-w","title":"The Struggle to End a Millennia-Long Pandemic: Novel Candidate and Repurposed Drugs for the Treatment of Tuberculosis","year":2022,"lang":"en","type":"review","venue":"Drugs","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Bedaquiline; Context (archaeology); Linezolid; Medicine; Tuberculosis; Intensive care medicine; Pandemic; Pharmacology; Coronavirus disease 2019 (COVID-19); Mycobacterium tuberculosis; Disease; Biology; Pathology; Infectious disease (medical specialty); Vancomycin","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":[0.0009340201,0.0008111935,0.0021409,0.002103806,0.0003211636,0.001419439,0.001086841,0.00190408,0.004394933],"category_scores_gemma":[0.001590332,0.0002649061,0.0007713432,0.002074155,0.0006860122,0.002032433,0.0008785052,0.003408634,0.001500752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009004184,"about_ca_system_score_gemma":0.001728595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00178167,"about_ca_topic_score_gemma":0.004882705,"domain_scores_codex":[0.9996712,0.00008877143,0.00003769797,0.00004321236,0.0001218026,0.00003729941],"domain_scores_gemma":[0.9990847,0.0005657884,0.0001065967,0.00002021568,0.000151876,0.00007086029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001039293,0.00007725922,0.0001044239,0.02037829,0.0001437614,0.00013969,0.00005016205,0.0003495305,0.00100467,0.005584764,0.05678876,0.9152748],"study_design_scores_gemma":[0.00005710522,0.0001224696,0.0006231363,0.01026621,0.0002102615,0.0008819156,0.00007705262,0.0001601472,0.0001953083,0.004349294,0.9830307,0.00002643153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002754427,0.9990627,0.00004534808,0.0004536315,0.0001530896,0.000001634451,0.000007730319,0.000004078614,0.000244206],"genre_scores_gemma":[0.0002633774,0.9988676,0.00009157464,0.0003778042,0.0002035708,0.000002527427,0.00001141934,9.346212e-7,0.0001812013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004394933,"threshold_uncertainty_score":0.01470244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07595104663412834,"score_gpt":0.3881153459200516,"score_spread":0.3121642992859233,"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."}}