{"id":"W4387876617","doi":"10.3389/fpubh.2023.1225217","title":"Community treatment of latent tuberculosis in child and adult refugee populations: outcomes and successes","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Latent tuberculosis; Refugee; Tuberculosis; Tuberculin; Regimen; Family medicine; Pediatrics; Internal medicine; Mycobacterium tuberculosis; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001563495,0.0002016711,0.0002481475,0.000423498,0.0006461223,0.0007857684,0.0004088066,0.0002910366,0.001508358],"category_scores_gemma":[0.004878702,0.0000873506,0.0002585807,0.0005396123,0.0004608896,0.00043723,0.000904851,0.0005209846,0.0001484207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082008,"about_ca_system_score_gemma":0.002078762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01705276,"about_ca_topic_score_gemma":0.03173276,"domain_scores_codex":[0.9991,0.0003651092,0.00007408806,0.0000566791,0.0001581533,0.0002459683],"domain_scores_gemma":[0.9982407,0.000285907,0.0006602887,0.00005559236,0.0002842839,0.0004732246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000376785,0.0005683042,0.9439312,0.0004311504,0.0001026853,0.0006117108,0.00273271,0.00007827882,0.0002095339,0.0001647905,0.001453453,0.04933939],"study_design_scores_gemma":[0.00008060785,0.00153664,0.9800341,0.0007850907,0.0000676372,0.001260307,0.01338885,0.000189945,0.0001929497,0.0001113843,0.002336054,0.00001651155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993574,0.003974153,0.00004042242,0.0005420263,0.000021089,0.00005775359,0.0001917934,0.000003299966,0.001595372],"genre_scores_gemma":[0.9979962,0.00147085,0.00007955785,0.00009989977,0.00001584949,0.00004339132,0.0001666344,0.000001510326,0.0001262672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01705276,"threshold_uncertainty_score":0.033907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09210986210964703,"score_gpt":0.3895392980723928,"score_spread":0.2974294359627457,"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."}}