{"id":"W2026895950","doi":"10.1183/09031936.00137907","title":"Coverage and yield of entry and follow-up screening for tuberculosis among new immigrants","year":2008,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Incidence (geometry); Tuberculosis; New immigrants; Chest radiograph; Immigration; Yield (engineering); Pediatrics; Surgery; Radiography; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.001259765,0.0001626685,0.0004274811,0.000195612,0.0002538619,0.00002152566,0.00009540598,0.0000656634,0.00007629301],"category_scores_gemma":[0.001596943,0.0001306564,0.0001525371,0.00009369315,0.0002030683,0.0001504886,0.00007795421,0.0004471802,0.000005132269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001746889,"about_ca_system_score_gemma":0.0000920477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000532475,"about_ca_topic_score_gemma":0.00001320823,"domain_scores_codex":[0.9983206,0.0003123141,0.0005028677,0.0002438857,0.0002372786,0.0003830467],"domain_scores_gemma":[0.9985511,0.000330342,0.0001741579,0.0001788827,0.0001175125,0.0006480446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001080232,0.0000472149,0.8819635,0.00008529811,0.0002720831,0.0005260401,0.0004778574,0.000006906305,0.01863885,0.00001519442,0.06262229,0.03426456],"study_design_scores_gemma":[0.004253598,0.001038287,0.9691206,0.0002707606,0.0000705186,0.001172223,0.00009883843,0.00005305025,0.001247946,0.00002142539,0.02251334,0.0001394155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915579,0.004176988,0.001360317,0.0005488454,0.00009585138,0.0002199666,0.000009713453,0.00001611828,0.002014284],"genre_scores_gemma":[0.9938578,0.00211804,0.0008200156,0.001804765,0.0005627619,0.000001698016,0.00000226251,0.00003945577,0.0007932025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08715712,"threshold_uncertainty_score":0.5328014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.072480396557811,"score_gpt":0.306491076613879,"score_spread":0.234010680056068,"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."}}