{"id":"W4362522265","doi":"10.17269/s41997-023-00767-4","title":"The state of tuberculosis surveillance in Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Alberta; McGill University Health Centre","funders":"Centers for Disease Control and Prevention","keywords":"Tuberculosis; State (computer science); Political science; Medicine; Computer science; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008065901,0.0004549977,0.00109759,0.007534875,0.005056924,0.007997734,0.00393815,0.001510711,0.003465743],"category_scores_gemma":[0.02661493,0.0009849797,0.001073287,0.01785345,0.002991096,0.001644448,0.001851464,0.002483892,0.000304029],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.238069,"about_ca_system_score_gemma":0.3575577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9989033,"about_ca_topic_score_gemma":0.9992486,"domain_scores_codex":[0.9869677,0.001363536,0.001529805,0.00109155,0.005503886,0.00354346],"domain_scores_gemma":[0.9292635,0.005914232,0.006878996,0.0009242789,0.04533703,0.01168189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000714023,0.0002045712,0.7610517,0.001867087,0.0008127842,0.0003577959,0.003905389,0.005177066,0.000779858,0.01387423,0.06364401,0.1476114],"study_design_scores_gemma":[0.00005748744,0.00006663262,0.9501482,0.001456309,0.0002605774,0.0001489532,0.002573204,0.003999483,0.0003510953,0.0007087066,0.04004186,0.0001875441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6305685,0.1074108,0.001978822,0.1429948,0.001413864,0.0003588992,0.05118778,0.0005467567,0.06353983],"genre_scores_gemma":[0.9748002,0.01275956,0.001182127,0.003604817,0.0001887394,0.00004061719,0.004379373,0.00005185484,0.002992728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.238069,"threshold_uncertainty_score":0.883732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06129802015344579,"score_gpt":0.3348403237777655,"score_spread":0.2735423036243196,"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."}}