{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000390279,0.0002360332,0.0009349167,0.0003108179,0.00001922323,0.0000260316,0.0001885564,0.0001506996,0.0001094098],"category_scores_gemma":[0.0005437285,0.0002247916,0.0002009615,0.0003726247,0.00007966912,0.0003045817,0.00009570239,0.0001380077,0.000003382039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003919429,"about_ca_system_score_gemma":0.0002535751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003992079,"about_ca_topic_score_gemma":0.00002168805,"domain_scores_codex":[0.9977372,0.00004798625,0.001021196,0.0003226668,0.0004376895,0.0004332346],"domain_scores_gemma":[0.9982284,0.0002211272,0.0005855899,0.0004544626,0.0003380446,0.0001723954],"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":[0.001530278,0.0006124115,0.1173058,0.001214106,0.0001052326,0.00000343691,0.0002142313,0.00001022,0.8771433,0.000126807,0.00001976308,0.001714422],"study_design_scores_gemma":[0.005551885,0.0003749987,0.44721,0.0006269377,0.00006278651,0.000002143143,0.00005651777,0.00119267,0.5447612,0.00000222919,0.00005058393,0.0001081083],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932964,0.00001337162,0.003258287,0.0001225401,0.0002863674,0.001374018,0.001552073,0.00001702073,0.00007993604],"genre_scores_gemma":[0.9847494,0.00009419556,0.0135181,0.00005128779,0.0001759278,0.000001304139,0.001273774,0.00004332521,0.00009261894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3323821,"threshold_uncertainty_score":0.9166735,"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."}}