{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003115198,0.0001336893,0.0004226955,0.0001354537,0.00003751609,0.00000668894,0.00006314873,0.0001333326,0.0001192378],"category_scores_gemma":[0.0003201414,0.0001335078,0.00009222073,0.0002533158,0.0001203584,0.000046863,0.0001245663,0.0002058872,0.00001633389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001443167,"about_ca_system_score_gemma":0.000197298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051291,"about_ca_topic_score_gemma":0.0007825369,"domain_scores_codex":[0.998654,0.0001273862,0.0004408322,0.0003336256,0.0000851314,0.0003589913],"domain_scores_gemma":[0.9993428,0.00005975177,0.00006677822,0.0002716073,0.0001242537,0.0001348374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002987238,0.0001379562,0.04185412,0.0001540634,0.00004368897,0.00004682528,0.0002080989,0.0000351441,0.9550456,0.00009235434,0.001180417,0.0009029416],"study_design_scores_gemma":[0.002130464,0.0002301642,0.7667575,0.0001532878,0.00007857913,0.0002305061,0.0003851386,0.001359408,0.2224012,0.0001398853,0.005872125,0.000261727],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959362,0.001693676,0.00008024424,0.0014673,0.0001417751,0.0001937559,0.00006107088,0.00001097367,0.0004149603],"genre_scores_gemma":[0.9947151,0.001911581,0.002780249,0.0002514313,0.00009773403,0.000005971155,0.00006855519,0.0000177385,0.0001516373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7326444,"threshold_uncertainty_score":0.5444291,"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."}}