{"id":"W2527579883","doi":"10.1038/srep34293","title":"Repurposing clinically approved cephalosporins for tuberculosis therapy","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"British Columbia Centre for Disease Control; Grand Challenges Canada; European Commission; British Columbia Lung Association; University of British Columbia; GlaxoSmithKline","keywords":"Cephalosporin; Rifapentine; Rifampicin; Medicine; Rifabutin; Mycobacterium tuberculosis; Ethambutol; Tuberculosis; Bedaquiline; Pharmacology; Drug; Antibiotics; Rifamycin; Microbiology; Biology; Latent tuberculosis; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009222053,0.0003656791,0.0004089519,0.000931002,0.0001259489,0.00102502,0.0004743453,0.0006324271,0.004693043],"category_scores_gemma":[0.000914401,0.0001470279,0.0003528346,0.0007568622,0.0004514608,0.0005884172,0.0004976388,0.001065207,0.001740098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006686596,"about_ca_system_score_gemma":0.0008619862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002441467,"about_ca_topic_score_gemma":0.0005302919,"domain_scores_codex":[0.999506,0.0001762777,0.00003406236,0.00007417928,0.0001370759,0.00007248372],"domain_scores_gemma":[0.9994164,0.0001149322,0.0002127327,0.00005959426,0.00009076213,0.0001056192],"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":[0.0006529957,0.0006001602,0.004875273,0.002362394,0.0001102678,0.001150938,0.0001198703,0.001099932,0.226199,0.005747491,0.01514462,0.741937],"study_design_scores_gemma":[0.0007071885,0.005378691,0.0182248,0.001198374,0.0003835507,0.007684176,0.0003628197,0.002675429,0.2291235,0.006215735,0.7279782,0.00006762638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.182778,0.7440205,0.02340402,0.01787484,0.001551979,0.000609597,0.001240807,0.0006071037,0.02791327],"genre_scores_gemma":[0.5653275,0.3919555,0.02254307,0.00614233,0.00197157,0.0002482819,0.00163258,0.00009398131,0.01008523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004693043,"threshold_uncertainty_score":0.01569974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05807355197066713,"score_gpt":0.3685947175994611,"score_spread":0.3105211656287939,"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."}}