{"id":"W4378194478","doi":"10.1007/978-3-031-26078-0_9","title":"New Anti-tuberculous Drugs: Bedaquiline, Delamanid, and Pretomanid","year":2023,"lang":"en","type":"book-chapter","venue":"Emerging infectious diseases of the 21st century","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Bedaquiline; Rifapentine; Rifamycin; Medicine; Tuberculosis; Drug; Pharmacology; Intensive care medicine; Infectious disease (medical specialty); Mycobacterium tuberculosis; Disease; Antibiotics; Internal medicine; Microbiology; Biology; Pathology; Latent tuberculosis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002516769,0.0005540478,0.001091505,0.0003685922,0.0002088756,0.00002543632,0.0003190306,0.0004061419,0.0004588047],"category_scores_gemma":[0.0006404684,0.0004153421,0.0007329345,0.0001485749,0.0003265817,0.00007578426,0.0005690267,0.0008026097,0.000142016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577487,"about_ca_system_score_gemma":0.0003596926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004939372,"about_ca_topic_score_gemma":0.00008107934,"domain_scores_codex":[0.9972603,0.00009614056,0.0006938559,0.0006883941,0.0006279091,0.0006333636],"domain_scores_gemma":[0.9976095,0.0002404765,0.0003751828,0.0009873736,0.0001842048,0.0006032753],"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":[0.001125811,0.0008097621,0.2902499,0.007266939,0.008535855,0.0004363532,0.00130246,0.0004257167,0.0005573081,0.1426096,0.3937863,0.152894],"study_design_scores_gemma":[0.007681081,0.001712065,0.2336938,0.006592066,0.00782823,0.0007743815,0.0005172083,0.0005686217,0.0001203236,0.0290116,0.708791,0.002709624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1009273,0.09438871,0.00002449941,0.01226804,0.00915968,0.005692392,0.001240495,0.002038834,0.7742601],"genre_scores_gemma":[0.524124,0.1293891,0.0001018288,0.00292008,0.004064265,0.00007604295,0.0006883611,0.0007836969,0.3378527],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4364074,"threshold_uncertainty_score":0.9998298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115762700606504,"score_gpt":0.2719026456963406,"score_spread":0.2603263756356902,"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."}}