{"id":"W6959692766","doi":"10.11575/prism/44662","title":"Is Universal Screening Necessary? Incidence of Tuberculosis among Tibetan Refugees Arriving in Calgary, Alberta","year":2016,"lang":"en","type":"other","venue":"University of Calgary","topic":"Advances in Cucurbitaceae Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Incidence (geometry); Tuberculosis; Active tuberculosis; Chest radiograph; Cohort; History of tuberculosis; Retrospective cohort study","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001486743,0.0002350278,0.0003929294,0.0003244925,0.00004134552,0.000003588077,0.000692292,0.0004745125,0.0009951678],"category_scores_gemma":[0.00007309443,0.0002581602,0.0001596551,0.000159051,0.0006219614,0.00001603487,0.0006334516,0.0002234833,0.00001098642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005719917,"about_ca_system_score_gemma":0.0001439389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009622544,"about_ca_topic_score_gemma":0.01003177,"domain_scores_codex":[0.9985815,0.0001192619,0.000184651,0.0004922862,0.0003113274,0.0003109751],"domain_scores_gemma":[0.9989228,0.00007072082,0.000274048,0.0005445346,0.00007961431,0.0001083351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001292641,0.0004217173,0.6956219,0.001802804,0.001852406,0.0004929255,0.001014462,0.00005890626,0.07219896,0.0009914839,0.1797617,0.0444901],"study_design_scores_gemma":[0.004400039,0.0006957265,0.0326029,0.005563914,0.0002738549,0.00002267365,0.0008315233,0.0008831865,0.03523426,0.0001397604,0.9173618,0.001990388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1226436,0.00329983,0.01941097,0.0001612017,0.0001638719,0.000700135,0.0001288915,0.00003677581,0.8534547],"genre_scores_gemma":[0.1545899,0.004245339,0.0109698,0.00005340554,0.000166493,9.284186e-7,0.0001890969,0.0003341438,0.8294509],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7376001,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007187948314681248,"score_gpt":0.257334345083306,"score_spread":0.2501463967686248,"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."}}