{"id":"W2906945948","doi":"10.3390/antibiotics8010004","title":"Characterization of Two New Multidrug-Resistant Strains of Mycobacterium smegmatis: Tools for Routine In Vitro Screening of Novel Anti-Mycobacterial Agents","year":2019,"lang":"en","type":"article","venue":"Antibiotics","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Grand Challenges Canada; Wellcome Trust; Deutscher Akademischer Austauschdienst; World Bank Group","keywords":"Mycobacterium smegmatis; Microbiology; Mycobacterium tuberculosis; Mycobacterium; Biology; Multiple drug resistance; Antimicrobial; Pathogen; Tuberculosis; Antibiotics; Drug resistance; Bacteria; Medicine; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002540251,0.0003656055,0.000315424,0.0003715271,0.0001611255,0.00034461,0.0003377894,0.0005322519,0.0004959501],"category_scores_gemma":[0.0008426263,0.0001687625,0.0002545573,0.0002499264,0.000173996,0.0002073233,0.0002891774,0.0004674298,0.0003557547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000120994,"about_ca_system_score_gemma":0.0001549386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008566761,"about_ca_topic_score_gemma":0.001053984,"domain_scores_codex":[0.9996638,0.00008296296,0.00005349355,0.00005086555,0.000110035,0.00003882867],"domain_scores_gemma":[0.999588,0.0001179955,0.00007741191,0.00007916761,0.00008216066,0.00005531473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002969176,0.00003209728,0.0006553208,0.00001689259,0.000003193784,0.00006783049,0.00003171021,0.00002201319,0.9985616,0.0000206612,0.00001065884,0.0005484227],"study_design_scores_gemma":[0.00001366884,0.0006538156,0.01228759,0.000009711171,0.00002775776,0.001113542,0.0001096201,0.0005384586,0.9835888,0.00003489318,0.001611922,0.00001012346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912314,0.0005267003,0.006512415,0.0001405674,0.0000241039,0.0001397176,0.0006993061,0.00005923892,0.0006665625],"genre_scores_gemma":[0.9766067,0.0005160019,0.0188966,0.00007729189,0.00001107155,0.0001220019,0.002158514,0.00004271913,0.001569129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008566761,"threshold_uncertainty_score":0.001703441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04830116984008125,"score_gpt":0.3212602220239082,"score_spread":0.272959052183827,"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."}}