{"id":"W2016892131","doi":"10.1016/j.meegid.2007.11.008","title":"Geography and genealogy of the human host harbouring a distinctive drug-resistant strain of tuberculosis","year":2008,"lang":"en","type":"article","venue":"Infection Genetics and Evolution","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi; McGill University; Montreal Heart Institute; Royal Victoria Hospital; Royal Victoria Regional Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; McGill University Health Centre","keywords":"Kinship; Geography; Endogamy; Demography; Tuberculosis; Incidence (geometry); Strain (injury); Mycobacterium tuberculosis; Settlement (finance); Cluster (spacecraft); Genealogy; Biology; History; Medicine; Population; Sociology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002179087,0.00008511003,0.0002124137,0.0001348418,0.000178446,0.000002388849,0.00002559567,0.0000732859,0.000009681246],"category_scores_gemma":[0.0000977615,0.00006363721,0.00007856516,0.0001657457,0.0004312054,0.00002102641,0.00005277549,0.0001191313,3.568103e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003276886,"about_ca_system_score_gemma":0.00003347816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001882185,"about_ca_topic_score_gemma":0.0003141104,"domain_scores_codex":[0.999178,0.0001156617,0.0002539746,0.0001626303,0.0001284885,0.0001612445],"domain_scores_gemma":[0.9994968,0.00005218561,0.0001002219,0.0001456586,0.0001266817,0.00007845877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000394323,0.00006363139,0.8758557,0.00007990449,0.00006800025,7.604994e-7,0.0001147442,0.00002785659,0.1229035,0.000345097,0.00006256298,0.0004387197],"study_design_scores_gemma":[0.0004780877,0.0002861313,0.9936852,0.00003938215,0.00006122124,0.00004804194,0.00002578317,0.0005169649,0.004204585,0.0004280561,0.0001729513,0.00005353959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975758,0.001237519,0.0002689965,0.0003106655,0.00005029172,0.0002015495,0.00002656907,0.000008535176,0.0003200262],"genre_scores_gemma":[0.9983769,0.001397342,0.0001041344,0.00002928444,0.00005387063,0.000009774834,0.000006268108,0.000006939855,0.00001549277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1186989,"threshold_uncertainty_score":0.2845313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742471295089624,"score_gpt":0.2770798902850692,"score_spread":0.259655177334173,"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."}}