{"id":"W2925064929","doi":"10.3389/fpubh.2019.00057","title":"Integrated Care for Latent Tuberculosis Infection (LTBI) at a Primary Health Care Facility for Refugees in Winnipeg, Canada: A Mixed-Methods Evaluation","year":2019,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Winnipeg Regional Health Authority; University of Manitoba","funders":"Public Health Agency; Public Health Agency of Canada; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)","keywords":"Medicine; Latent tuberculosis; Family medicine; Refugee; Tuberculosis; Health care; Nursing; Incidence (geometry)","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008095619,0.0002916843,0.001280904,0.0006765055,0.0001971808,0.00001993673,0.0001374803,0.0002853134,0.00002795008],"category_scores_gemma":[0.00304271,0.0002625814,0.0001699421,0.0007434152,0.00006115028,0.0001710582,0.00006952493,0.0005372505,0.000002123224],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03196157,"about_ca_system_score_gemma":0.01768873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4074396,"about_ca_topic_score_gemma":0.6808791,"domain_scores_codex":[0.9938149,0.002321723,0.001113182,0.0008214086,0.0005190466,0.001409693],"domain_scores_gemma":[0.9974483,0.0003739448,0.0002638782,0.0005118502,0.0007538293,0.0006482126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004229442,0.00009092575,0.5043229,0.002724846,0.00006749358,5.97168e-7,0.00155093,0.00008129074,0.00001295702,0.00001613144,0.09575175,0.3949573],"study_design_scores_gemma":[0.004152204,0.001290905,0.607802,0.000169021,0.00001670684,0.000006295095,0.002838774,0.007726705,0.00002122515,0.00005787236,0.3757074,0.0002109021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8880328,0.01376896,0.0178416,0.06370389,0.002868953,0.01254063,0.0009743787,0.00008484923,0.0001839549],"genre_scores_gemma":[0.9078815,0.001192805,0.06031067,0.01418383,0.0001714965,0.003305088,0.01264562,0.00006957468,0.000239401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3947464,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04086086572657244,"score_gpt":0.3903232511550369,"score_spread":0.3494623854284645,"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."}}