{"id":"W4220713207","doi":"10.1080/24745332.2022.2033062","title":"Chapter 1: Epidemiology of tuberculosis in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Public Health Ontario; Public Health Agency of Canada","funders":"","keywords":"Tuberculosis; Epidemiology; Medicine; 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":[0.000702644,0.0004895215,0.0004900544,0.006247381,0.003169147,0.003465755,0.001520046,0.001608038,0.02206466],"category_scores_gemma":[0.002363676,0.0003990006,0.0008266561,0.01474269,0.0006226769,0.0009247582,0.001053513,0.00109578,0.0014957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04358599,"about_ca_system_score_gemma":0.08132635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9777116,"about_ca_topic_score_gemma":0.9924216,"domain_scores_codex":[0.9986588,0.00008939445,0.00008482265,0.0001436733,0.0007188716,0.000304525],"domain_scores_gemma":[0.9988192,0.0001280473,0.000134553,0.00002005428,0.0006828616,0.0002152654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005861629,0.0001403907,0.0917542,0.005274221,0.0001922335,0.0003885462,0.003088963,0.001894263,0.001039668,0.02235967,0.6493365,0.2244728],"study_design_scores_gemma":[0.00002224284,0.00004796397,0.3942721,0.004962816,0.0001306463,0.0005003879,0.002900264,0.0005636141,0.0003367981,0.002322802,0.5938683,0.00007222844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04130916,0.5217391,0.002583891,0.1220816,0.009565013,0.0009853339,0.05415765,0.0003489824,0.2472293],"genre_scores_gemma":[0.2289902,0.5351606,0.005646888,0.01863707,0.005686902,0.0004169657,0.01758047,0.0001535794,0.1877273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04358599,"threshold_uncertainty_score":0.31624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05653773121263857,"score_gpt":0.3384016367760938,"score_spread":0.2818639055634552,"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."}}