{"id":"W4285586347","doi":"10.1016/j.ebiom.2022.104173","title":"Transcriptional profiles predict treatment outcome in patients with tuberculosis and diabetes at diagnosis and at two weeks after initiation of anti-tuberculosis treatment","year":2022,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"Medical Research Council; Norges Forskningsråd; Universitetet i Bergen; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Medicine; Tuberculosis; Internal medicine; Diabetes mellitus; Cohort; Biomarker; Concomitant; Pathology; Endocrinology; Biology","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":[0.0004235077,0.0001886697,0.0003530466,0.0003689797,0.0001683653,0.0006264175,0.0001278448,0.0003621548,0.0007380905],"category_scores_gemma":[0.001272908,0.0001108073,0.0002586769,0.0004237777,0.0001295054,0.0001766403,0.0002636271,0.00045416,0.0002562958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002152324,"about_ca_system_score_gemma":0.0001163704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001100299,"about_ca_topic_score_gemma":0.001605959,"domain_scores_codex":[0.9997713,0.00005737814,0.00002144242,0.00006852735,0.00003026007,0.00005109829],"domain_scores_gemma":[0.9992529,0.000206264,0.0002832427,0.00004393385,0.0001043626,0.0001093373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000476131,0.00004166112,0.9940432,0.00001143292,0.00003318136,0.00002966638,0.00006373133,0.0001834238,0.002064785,0.000009201907,0.0001095213,0.002934198],"study_design_scores_gemma":[0.000007663612,0.0001428371,0.9976927,0.000009127126,0.00003107728,0.0001180988,0.0001600847,0.001088211,0.0005380528,0.00003249884,0.0001754017,0.000004263612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987738,0.0002152306,0.000171007,0.00004085818,0.000006489367,0.000004682495,0.0005215778,0.000004419122,0.0002619442],"genre_scores_gemma":[0.9988905,0.00008480738,0.0001802575,0.00002777924,0.000006366464,0.000007106878,0.0006609657,0.000001461766,0.0001408207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001100299,"threshold_uncertainty_score":0.002469122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071022267018416,"score_gpt":0.2887080265609683,"score_spread":0.2679978038907841,"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."}}