{"id":"W2107001831","doi":"10.1186/1471-2458-12-365","title":"A national study of socioeconomic status and tuberculosis rates by country of birth, United States, 1996–2005","year":2012,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Medicine; Foreign born; Demography; Epidemiology; Quartile; Poverty; Biostatistics; Tuberculosis; Quarter (Canadian coin); Environmental health; Population; Geography; Confidence interval; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003517235,0.0001410752,0.0005937086,0.0004128359,0.00007889828,0.000009498985,0.00007656179,0.00009131407,0.0002102797],"category_scores_gemma":[0.000830763,0.0001180719,0.00004082372,0.0002704583,0.0001690152,0.0001849419,0.0000606272,0.0002241059,0.0000107411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003633172,"about_ca_system_score_gemma":0.001378249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062112,"about_ca_topic_score_gemma":0.001005211,"domain_scores_codex":[0.9971805,0.0006334005,0.0007227173,0.00022469,0.0003416479,0.0008970479],"domain_scores_gemma":[0.9978054,0.0007104003,0.0001954426,0.0001985779,0.0002291128,0.0008610957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009469996,0.001299138,0.9598793,0.000360433,0.0001654099,1.508937e-7,0.001248266,0.000006037723,0.00005176981,0.0005347799,0.03574059,0.0006194195],"study_design_scores_gemma":[0.002790323,0.001044157,0.92297,0.00001848327,0.00001536912,0.00001047375,0.004296148,0.001145591,0.00001895997,0.00005117782,0.06753322,0.0001061237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895014,0.002730304,0.00001988096,0.006523754,0.00005094395,0.0005910889,0.00038769,0.00002319781,0.0001717236],"genre_scores_gemma":[0.9940261,0.002501461,0.0002065471,0.002315894,0.00008214342,0.00003934329,0.0007372515,0.000019231,0.00007208475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03690933,"threshold_uncertainty_score":0.9959672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05147670826473957,"score_gpt":0.3755511782599303,"score_spread":0.3240744699951908,"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."}}