{"id":"W2894982867","doi":"10.3390/ht7040031","title":"Impact of Genomics on Clarifying the Evolutionary Relationships amongst Mycobacteria: Identification of Molecular Signatures Specific for the Tuberculosis-Complex of Bacteria with Potential Applications for Novel Diagnostics and Therapeutics","year":2018,"lang":"en","type":"review","venue":"High-Throughput","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mycobacterium tuberculosis; Biology; Computational biology; Bacteria; Tuberculosis; Genome; Virtual screening; Comparative genomics; Drug discovery; Mycobacterium tuberculosis complex; Genomics; Genetics; Gene; Bioinformatics; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005719698,0.0002990692,0.0005041706,0.0005939365,0.0001975627,0.0005999588,0.0002369116,0.0005494758,0.0007963781],"category_scores_gemma":[0.0007168436,0.00009285079,0.000209966,0.0008096216,0.0004176696,0.0009245934,0.0003180966,0.0006913784,0.0002397916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003652923,"about_ca_system_score_gemma":0.000510757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007442083,"about_ca_topic_score_gemma":0.001173181,"domain_scores_codex":[0.9998155,0.0000722618,0.000007948453,0.00005244043,0.000034919,0.00001693682],"domain_scores_gemma":[0.9996045,0.0002075248,0.00009260183,0.00002994026,0.00003234814,0.00003310919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006817331,0.0001750481,0.02403604,0.00310757,0.0001821586,0.0006960966,0.0004530003,0.007754625,0.7180387,0.01015292,0.001075195,0.2336469],"study_design_scores_gemma":[0.0001207031,0.002378311,0.5493054,0.001056485,0.0009796307,0.004333172,0.002333615,0.02078151,0.2516455,0.04803675,0.1188846,0.0001443413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8823904,0.0728264,0.02709058,0.004810516,0.0001553461,0.00008782454,0.002420834,0.0002355272,0.009982546],"genre_scores_gemma":[0.9355996,0.03705755,0.02361987,0.0008440475,0.0001131628,0.00003555398,0.001899674,0.00002959333,0.0008008489],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0007963781,"threshold_uncertainty_score":0.003024876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07891843983029802,"score_gpt":0.3541004996334851,"score_spread":0.2751820598031871,"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."}}