{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001386031,0.0004096619,0.00116638,0.0003587168,0.0001826908,0.0002426938,0.00005557174,0.0003649163,0.0003743086],"category_scores_gemma":[0.0001066208,0.0003036771,0.0004317881,0.000242968,0.00007311707,0.0003191619,0.00007515983,0.0005347984,0.0003381148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851661,"about_ca_system_score_gemma":0.0001645892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000157004,"about_ca_topic_score_gemma":0.00001303403,"domain_scores_codex":[0.998462,0.0001252464,0.0003988642,0.0004490951,0.0001923973,0.0003723539],"domain_scores_gemma":[0.9990346,0.0001208888,0.0001614464,0.0003105791,0.00009889517,0.0002736079],"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":[0.00003648729,0.0002156942,0.0003570928,0.007940064,0.0001489733,0.00008600669,0.00003192632,3.235503e-8,0.00008679544,0.00001608335,0.02477016,0.9663107],"study_design_scores_gemma":[0.0003977548,0.0007342107,0.0007079428,0.01293929,0.0003198526,0.001827648,0.000004333997,0.000001003575,0.00007314747,0.000002432597,0.982734,0.0002583495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004500742,0.9924225,0.000006209013,0.0001712632,0.0007850506,0.0007522642,0.00001998249,0.00007799239,0.001263976],"genre_scores_gemma":[0.00009159731,0.9973512,0.00002684237,0.0002994923,0.001169451,0.0001104407,0.0003215351,0.00005846461,0.0005710067],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9660524,"threshold_uncertainty_score":0.9999415,"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."}}