{"id":"W2088270582","doi":"10.1353/hpu.0.0029","title":"Challenges to Tuberculin Screening and Follow-up in an Urban Aboriginal Sample in Montreal, Canada","year":2008,"lang":"en","type":"article","venue":"Journal of Health Care for the Poor and Underserved","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Tuberculin; Medicine; Tuberculosis; Latent tuberculosis; Population; Skin test; Test (biology); Family medicine; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001031496,0.0001086134,0.000510837,0.0001662247,0.000161958,0.000006564255,0.00008247812,0.00005455741,0.000003855562],"category_scores_gemma":[0.0003364111,0.00007221936,0.00005172381,0.0001035464,0.00003867672,0.00007535565,0.00001425504,0.0003006286,7.271123e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300588,"about_ca_system_score_gemma":0.0008152853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5670294,"about_ca_topic_score_gemma":0.9693699,"domain_scores_codex":[0.9985684,0.0001928013,0.0004807563,0.0001532706,0.0001929533,0.000411789],"domain_scores_gemma":[0.9986288,0.0006161142,0.0001090211,0.0001097758,0.0001277016,0.000408592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006329131,0.0001701767,0.8533913,0.000824915,0.0001883985,0.0002952502,0.02171755,0.0003877303,0.0000727891,0.0002319262,0.02203509,0.0943557],"study_design_scores_gemma":[0.004277022,0.001902332,0.9594656,0.000192457,0.00001950466,0.0002764113,0.01753684,0.0006404638,0.000005824351,0.00008414646,0.01551307,0.00008629332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8986572,0.02575668,0.0001636836,0.07490002,0.00009752069,0.0003831282,0.00001944343,0.000002502179,0.00001982069],"genre_scores_gemma":[0.9877786,0.008026076,0.0006792494,0.003343708,0.0001308844,0.000009636437,0.000007637787,0.00001082014,0.00001337351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4023405,"threshold_uncertainty_score":0.4358538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08868696221592201,"score_gpt":0.3692917439314267,"score_spread":0.2806047817155046,"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."}}