{"id":"W4417283221","doi":"10.14745/ccdr.v51i101112a02","title":"Evaluating Canada’s initiative of enhanced screening for tuberculosis infection in migrants: Implementation lessons from Alberta","year":2025,"lang":"","type":"article","venue":"Canada Communicable Disease Report","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Tuberculosis; Public health; MEDLINE; Disease; Epidemiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02742217,0.001040302,0.0008611308,0.0008783835,0.009357778,0.005817028,0.004648001,0.002750261,0.002521487],"category_scores_gemma":[0.02220531,0.0007680631,0.0009955723,0.002035502,0.002528067,0.001384054,0.00525143,0.00411949,0.0002597301],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.163293,"about_ca_system_score_gemma":0.5059884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934316,"about_ca_topic_score_gemma":0.9966492,"domain_scores_codex":[0.9764035,0.008556806,0.0008814468,0.0007887859,0.005481829,0.007887638],"domain_scores_gemma":[0.9507609,0.007618086,0.001179246,0.001055315,0.02031085,0.01907552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007664811,0.008407554,0.49376,0.002186823,0.001013268,0.002717171,0.02819639,0.01068134,0.003657341,0.01306776,0.1525135,0.2761341],"study_design_scores_gemma":[0.004589911,0.00614619,0.7735075,0.002656476,0.001712783,0.0003524211,0.09571519,0.007795782,0.003446852,0.002417856,0.1011737,0.0004853199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8037657,0.003136046,0.002219998,0.1360533,0.001574505,0.004553294,0.004045744,0.0003185224,0.04433289],"genre_scores_gemma":[0.9471726,0.002253528,0.01264012,0.02446932,0.0002390014,0.001583535,0.001902289,0.0001078023,0.009631821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163293,"threshold_uncertainty_score":0.9704615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09573280694424832,"score_gpt":0.4487327893316119,"score_spread":0.3529999823873636,"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."}}