{"id":"W2003718244","doi":"10.1016/j.micinf.2008.07.001","title":"Mycobacterium du jour: what's on tomorrow's menu?","year":2008,"lang":"en","type":"review","venue":"Microbes and Infection","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Biology; Mycobacterium tuberculosis; Mycobacterium; Tuberculosis; Host (biology); Genome; Genomics; Disease; Human pathogen; Whole genome sequencing; Genetics; Microbiology; Gene; Bacteria; Medicine","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":[0.001677959,0.001302984,0.003586188,0.003095834,0.0008377343,0.003416897,0.001377617,0.005153936,0.009738026],"category_scores_gemma":[0.004275786,0.0005393017,0.0009645701,0.003031548,0.001401209,0.005729372,0.001459243,0.004626757,0.00512501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001607353,"about_ca_system_score_gemma":0.004322371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005396548,"about_ca_topic_score_gemma":0.01300013,"domain_scores_codex":[0.9991688,0.0002301539,0.0001262807,0.0001055218,0.0002794186,0.00008994082],"domain_scores_gemma":[0.9978493,0.0008394847,0.0003494112,0.00004562077,0.0005633078,0.0003528099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001558288,0.00004828059,0.0003706049,0.01144467,0.00008919177,0.0003451234,0.0001091293,0.00008814609,0.0004902071,0.002344348,0.3153844,0.6691301],"study_design_scores_gemma":[0.0000286227,0.00005870416,0.0006482092,0.007209021,0.0001094622,0.001070617,0.0002307744,0.00002916395,0.00007722856,0.0011912,0.989323,0.00002395977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002298365,0.9913379,0.00004612739,0.005117209,0.002946907,0.000001905211,0.000009655069,0.000008459139,0.0005088915],"genre_scores_gemma":[0.000520864,0.9858423,0.0002005389,0.00580059,0.005990565,0.000005815717,0.00002026214,0.000004329778,0.001614691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009738026,"threshold_uncertainty_score":0.03257698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03462236344306838,"score_gpt":0.3197636158201477,"score_spread":0.2851412523770793,"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."}}