{"id":"W2160503977","doi":"10.1128/jb.182.12.3331-3335.2000","title":"Genetic Antagonism and Hypermutability in <i>Mycobacterium smegmatis</i>","year":2000,"lang":"en","type":"article","venue":"Journal of Bacteriology","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mycobacterium smegmatis; Biology; Streptomycin; Microbiology; Antibiotics; Mycobacterium tuberculosis; rpoB; Mutant; Mycobacterium; Genetics; Reversion; Mutation; Antibiotic resistance; Drug resistance; Tuberculosis; Bacteria; Gene; Phenotype","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004085448,0.0001372076,0.0005777657,0.0001824643,0.00002725446,0.00002233395,0.00009655557,0.0001375679,0.00173973],"category_scores_gemma":[0.0001797295,0.0001059323,0.00009506929,0.0001244419,0.0001575947,0.0001367139,0.00003099139,0.0003782173,0.00002951118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006492838,"about_ca_system_score_gemma":0.0001605824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005876509,"about_ca_topic_score_gemma":0.00001293745,"domain_scores_codex":[0.998537,0.0001821958,0.0006315365,0.0001734612,0.0001520235,0.0003237831],"domain_scores_gemma":[0.999108,0.0001731114,0.0001310112,0.0001925418,0.000101916,0.0002934344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001113733,0.0002157395,0.7905505,0.00009614561,0.00004167163,0.0006311778,0.0001369616,0.000001319552,0.1650723,0.000006811093,0.0002707094,0.04186283],"study_design_scores_gemma":[0.001826474,0.001128403,0.9820408,0.00006926207,0.00003389046,0.004705591,0.00002026441,0.00001569274,0.001332265,0.0001574118,0.008582054,0.00008788997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996855,0.0006346164,0.000005475797,0.001509628,0.0001617077,0.0001532206,0.0000117141,0.000007195853,0.0006614702],"genre_scores_gemma":[0.994966,0.003034516,0.001005047,0.0006123825,0.0002952308,0.000005127977,0.000004415748,0.00001295727,0.00006428961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1914902,"threshold_uncertainty_score":0.9991728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249980518322101,"score_gpt":0.2732739921110157,"score_spread":0.2607741869277946,"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."}}