{"id":"W3126747538","doi":"10.1101/2021.02.04.21251152","title":"Evolution and emergence of multidrug-resistant <i>Mycobacterium tuberculosis</i> in Chisinau, Moldova","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Institutes of Health; International Union Against Tuberculosis and Lung Disease; United States Agency for International Development","keywords":"Tuberculosis; Public health; Mycobacterium tuberculosis; Population; Mycobacterium tuberculosis complex; European union; Drug resistance; Strain (injury); Biology; Medicine; Environmental health; Genetics; Pathology; Internal medicine; Business","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":[0.0005361714,0.0003633605,0.0002805777,0.001319256,0.001250389,0.001143556,0.0005926735,0.0005030627,0.0007100662],"category_scores_gemma":[0.0007285557,0.0002369568,0.0002343469,0.001149814,0.001053855,0.000376939,0.0009946807,0.0005081054,0.0001218221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001773693,"about_ca_system_score_gemma":0.0007980132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0301118,"about_ca_topic_score_gemma":0.0458009,"domain_scores_codex":[0.9996676,0.00007007895,0.00001199998,0.0001072201,0.00001956476,0.0001235225],"domain_scores_gemma":[0.9997159,0.00004394491,0.0001298049,0.00002641397,0.00002802493,0.00005599463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003390887,0.00006078331,0.9547889,0.00006020519,0.00009088823,0.001729606,0.004766917,0.001378055,0.01253441,0.001622385,0.00023843,0.02239032],"study_design_scores_gemma":[0.000007918674,0.00006523058,0.9953812,0.00003183113,0.00001581719,0.0003043586,0.001375291,0.0009366564,0.0004808875,0.000146712,0.001242565,0.00001151839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992471,0.0001524117,0.00007684058,0.00005047977,0.000003596638,0.000004133756,0.00005035418,0.000003699134,0.0004114365],"genre_scores_gemma":[0.9996758,0.0000649201,0.0001098333,0.00001601354,0.000001926295,0.000001846682,0.00006366091,0.000002206201,0.00006383692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0301118,"threshold_uncertainty_score":0.05987304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401862499235301,"score_gpt":0.3089455824692114,"score_spread":0.2849269574768584,"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."}}