{"id":"W1860996344","doi":"10.3934/publichealth.2014.4.241","title":"Tuberculosis in Canada: Detection, Intervention and Compliance","year":2014,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Institute for Clinical Evaluative Sciences; University of Guelph; York University; Public Health Ontario; University of Toronto","funders":"","keywords":"Psychological intervention; Public health; Government (linguistics); Knowledge translation; Medicine; Public relations; Leverage (statistics); Tuberculosis; Variety (cybernetics); Intervention (counseling); Agency (philosophy); Disease control; Political science; Environmental health; Nursing; Knowledge management; Sociology; Computer science","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":[0.001625384,0.00008002153,0.0003020354,0.0001319005,0.00006834872,0.00001019297,0.00005111608,0.00004372746,0.00004877176],"category_scores_gemma":[0.0009987343,0.00007044629,0.00002766236,0.0002344738,0.00003945865,0.00007717354,0.0000335232,0.0002564904,0.00001144195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008231126,"about_ca_system_score_gemma":0.0008239372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.927425,"about_ca_topic_score_gemma":0.9707969,"domain_scores_codex":[0.9983925,0.0003707986,0.0003429732,0.0002318572,0.000154281,0.000507557],"domain_scores_gemma":[0.9990526,0.0001490779,0.00005819738,0.0001819936,0.00006689448,0.000491204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002114128,0.00006434358,0.4155943,0.0002507824,0.00002070472,0.000003107423,0.00006718533,0.00000143045,0.0000573939,0.000463977,0.005142446,0.5783132],"study_design_scores_gemma":[0.0007358768,0.0002769228,0.9376141,0.00006942313,0.000001654012,0.00005141065,0.0001199979,0.005670728,0.00002074961,0.0001221385,0.0552591,0.00005784887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8553439,0.0005547989,0.001488668,0.1415106,0.00011685,0.0002497267,0.000003537993,0.00002454799,0.0007073517],"genre_scores_gemma":[0.9889501,0.0002911113,0.0001343437,0.01045149,0.00006693744,0.00002730737,0.0000161272,0.000008557552,0.00005400897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5782554,"threshold_uncertainty_score":0.2872716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06684116944742266,"score_gpt":0.3498210448958005,"score_spread":0.2829798754483778,"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."}}