{"id":"W2791180391","doi":"10.14745/ccdr.v43i05a06","title":"Evaluation of latent tuberculosis infection surveillance in Peel region, Ontario, 2010–2014","year":2017,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Response Biomedical (Canada); Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Public health surveillance; Public health; Data quality; Data collection; Environmental health; Tuberculosis; Latent tuberculosis; Standardization; Epidemiology; Population; Benchmarking; Family medicine; Database; Operations management; Business; Computer science; Statistics; Nursing; Mycobacterium tuberculosis; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.004582415,0.0004877323,0.0004117621,0.001838931,0.002134416,0.00142616,0.001716294,0.0002718115,0.001380591],"category_scores_gemma":[0.01776622,0.000419362,0.0004991602,0.00444214,0.00084928,0.0008606673,0.001667228,0.0004352192,0.000230685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07428296,"about_ca_system_score_gemma":0.116878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919921,"about_ca_topic_score_gemma":0.9952418,"domain_scores_codex":[0.9944639,0.0005498341,0.0004292534,0.0004565594,0.003377874,0.0007226778],"domain_scores_gemma":[0.9744431,0.001136232,0.002840026,0.0005675344,0.01906302,0.001949983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004418164,0.00009450236,0.9298368,0.001074391,0.000233713,0.0002138566,0.007313543,0.001410692,0.001180534,0.0003118969,0.009354218,0.04853399],"study_design_scores_gemma":[0.0000251062,0.0001052342,0.9899912,0.0001724888,0.00005877811,0.0000327283,0.00276797,0.0009678002,0.0003612439,0.00002173581,0.005480057,0.0000155995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9198376,0.002415568,0.00195285,0.002360796,0.00005498339,0.00244379,0.05045855,0.000250587,0.02022528],"genre_scores_gemma":[0.9735974,0.001421336,0.00314822,0.0003093292,0.00002240993,0.0006815638,0.01631848,0.00002764008,0.004473623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07428296,"threshold_uncertainty_score":0.5389631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07956780501178358,"score_gpt":0.3497442973280585,"score_spread":0.2701764923162749,"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."}}