{"id":"W3046459714","doi":"10.1513/annalsats.201908-623oc","title":"Tuberculosis among Newly Arrived Immigrants and Refugees in the United States","year":2020,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Medicine; Tuberculosis; Sputum; Chest radiograph; Refugee; Sputum culture; Immigration; Disease; Pediatrics; Family medicine; Internal medicine; Pathology; Lung","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007648555,0.0003577293,0.0003327765,0.0009224113,0.0009469787,0.0009333244,0.0004535894,0.0004836259,0.001579352],"category_scores_gemma":[0.002134345,0.0003211431,0.0004322965,0.0008499455,0.000406808,0.0005556655,0.001270819,0.0007028838,0.0002505357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000698462,"about_ca_system_score_gemma":0.001127979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03825616,"about_ca_topic_score_gemma":0.06098546,"domain_scores_codex":[0.9994738,0.0001373966,0.00006875527,0.00008108059,0.0000984979,0.0001405556],"domain_scores_gemma":[0.998785,0.00008739832,0.0004986181,0.00005020328,0.0002114066,0.0003673551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004440341,0.00007902549,0.9958997,0.00002755635,0.00002995873,0.0002324104,0.0005494527,0.0000289584,0.0001078244,0.00002476504,0.0005237692,0.00245202],"study_design_scores_gemma":[0.00001843818,0.0001592851,0.9913628,0.0001708866,0.00002566184,0.0005096089,0.00645375,0.0001943454,0.00009238586,0.00004381564,0.0009548678,0.00001398287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984443,0.0004075188,0.00004433582,0.0001640046,0.00002413257,0.00002375691,0.0004158764,0.000003983057,0.0004720992],"genre_scores_gemma":[0.9981332,0.0005845818,0.00009426587,0.0002390415,0.00002559541,0.00003513346,0.0005841376,0.000002783523,0.0003011799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03825616,"threshold_uncertainty_score":0.07606697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08858201651864275,"score_gpt":0.4112191957739365,"score_spread":0.3226371792552937,"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."}}