{"id":"W1690650007","doi":"10.1186/1471-2334-3-18","title":"Conventional and molecular epidemiology of Tuberculosis in Manitoba","year":2003,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Manitoba Health; University of Manitoba; Manitoba Beekeepers' Association; Health Canada","funders":"","keywords":"Demography; Tuberculosis; Epidemiology; Contact tracing; Residence; Logistic regression; Medicine; Population; Geography; Molecular epidemiology; Disease; Biology; Pathology; Infectious disease (medical specialty); Internal medicine; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005086442,0.000121343,0.0004875257,0.0002195479,0.00002985663,0.000001628782,0.00003242875,0.0001005685,0.0001832245],"category_scores_gemma":[0.006031704,0.0001069718,0.0001453641,0.0001740778,0.0002194203,0.00003948844,0.00002637488,0.0001332825,0.00001765743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006116534,"about_ca_system_score_gemma":0.0001241998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003859753,"about_ca_topic_score_gemma":0.0003086023,"domain_scores_codex":[0.9982631,0.0006653285,0.0003850457,0.0002633219,0.00009942355,0.0003238032],"domain_scores_gemma":[0.9985617,0.0008797562,0.00007073494,0.0001848052,0.00007432063,0.0002286347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008811466,0.0003053093,0.9799649,0.0001962558,0.00006978039,0.00002295551,0.000005820291,0.00004206132,0.0002627725,0.01841215,0.0003614058,0.0002684841],"study_design_scores_gemma":[0.00162751,0.0002627511,0.9880863,0.00004987096,0.00007232974,0.0001336222,0.00003960232,0.0001488797,0.000180514,0.008884668,0.0004256194,0.00008835059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921526,0.004349386,0.0004151806,0.0002523148,0.00005983129,0.0002856074,0.00001688839,0.00002788725,0.00244029],"genre_scores_gemma":[0.9982911,0.0003810173,0.0003394649,0.0008415523,0.00002682335,0.00006254663,0.00002676024,0.00001202577,0.0000187489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009527482,"threshold_uncertainty_score":0.7220948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177928207491171,"score_gpt":0.3263037947902456,"score_spread":0.2945245127153339,"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."}}