{"id":"W3156519960","doi":"10.3389/fmicb.2021.681420","title":"Editorial: New Approaches Against Drug-Resistant M. tuberculosis","year":2021,"lang":"en","type":"editorial","venue":"Frontiers in Microbiology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Università degli Studi di Pavia; Ministero dell’Istruzione, dell’Università e della Ricerca; Dipartimenti di Eccellenza","keywords":"Tuberculosis; Microbiology; Front (military); Virology; Medicine; Biology; Geography; 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":[0.005730216,0.004362447,0.003289621,0.002814166,0.003047364,0.005974539,0.003681505,0.01336471,0.01720837],"category_scores_gemma":[0.01679992,0.001098018,0.002743841,0.001151151,0.002144278,0.005432948,0.001576415,0.01750337,0.0181224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002562499,"about_ca_system_score_gemma":0.00224503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008936529,"about_ca_topic_score_gemma":0.002436561,"domain_scores_codex":[0.9962166,0.0006913088,0.0004350232,0.0004964743,0.001908089,0.000252493],"domain_scores_gemma":[0.986476,0.004707817,0.0009310201,0.0003549308,0.004872817,0.002657383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003347882,0.00001626313,0.00001685588,0.0002069009,0.00001213905,0.00008160565,0.000009554994,0.00002203034,0.00005893314,0.0002093153,0.9940434,0.005289539],"study_design_scores_gemma":[0.00007472069,0.00004501696,0.000210856,0.0004351612,0.00004529861,0.0003460468,0.00002984388,0.0001269045,0.0001106011,0.0008109582,0.9977465,0.00001801578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002453614,0.005257758,0.00008166328,0.01898118,0.9744388,0.00001640717,0.0000254533,0.00004154236,0.001132576],"genre_scores_gemma":[0.0002238651,0.004289925,0.00006242286,0.01411879,0.9758337,0.00001423432,0.00002051444,0.00002238028,0.005414059],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01720837,"threshold_uncertainty_score":0.05756772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727597458069453,"score_gpt":0.2737009935310386,"score_spread":0.2564250189503441,"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."}}