{"id":"W3196015129","doi":"10.1099/mgen.0.000620","title":"Evolution and emergence of multidrug-resistant Mycobacterium tuberculosis in Chisinau, Moldova","year":2021,"lang":"en","type":"article","venue":"Microbial Genomics","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases","keywords":"Tuberculosis; Mycobacterium tuberculosis; Population; Public health; Drug resistance; Mycobacterium tuberculosis complex; Biology; Evolutionary biology; Medicine; Genetics; Environmental health; Pathology","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":[0.0004240347,0.0003518198,0.0002960141,0.001464687,0.0009885837,0.001124781,0.0004266078,0.0004252959,0.0003838472],"category_scores_gemma":[0.0008742515,0.0002305648,0.0002696197,0.001166266,0.001021034,0.0004011379,0.001002745,0.0004729522,0.00007865811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413252,"about_ca_system_score_gemma":0.0007077894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02349415,"about_ca_topic_score_gemma":0.04044982,"domain_scores_codex":[0.9997467,0.000046224,0.00001289065,0.00008381483,0.00001680486,0.0000935368],"domain_scores_gemma":[0.9997558,0.00003882047,0.0001089058,0.00002485294,0.00001941422,0.00005218228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002998801,0.00004825149,0.9590542,0.00003970249,0.00007909303,0.00142649,0.003253729,0.001259238,0.0154529,0.0008233599,0.000106698,0.01815647],"study_design_scores_gemma":[0.000006307573,0.00003779105,0.9976197,0.00001787358,0.00001111994,0.0002088777,0.0006816295,0.0005309197,0.0003143503,0.00008456438,0.0004794313,0.000007445147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994948,0.0001601107,0.00005863198,0.00003013911,0.000002733111,0.000002861857,0.00002857887,0.000003081547,0.000218954],"genre_scores_gemma":[0.9996533,0.00009658775,0.000111172,0.00001491054,0.000002195753,0.00000243072,0.00006274407,0.000002103669,0.0000545212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02349415,"threshold_uncertainty_score":0.04671478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601666058051953,"score_gpt":0.2756156626420497,"score_spread":0.2595990020615302,"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."}}