{"id":"W278433111","doi":"10.1155/2011/314686","title":"The Role of the Third Acid‐Fast Bacillus Smear in Tuberculosis Screening for Infection Control Purposes: A Controversial Topic Revisited","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Tuberculosis; Acid-fast; Infection control; Tuberculosis control; Medicine; Bacillus (shape); Microbiology; Biology; Intensive care medicine; Pathology; Sputum","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":[0.0470691,0.0006396077,0.001768211,0.003111343,0.001028053,0.005032843,0.004484951,0.009220197,0.003485411],"category_scores_gemma":[0.09869975,0.0004961724,0.001464215,0.003826299,0.008032545,0.007090948,0.001745241,0.01024409,0.001179824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003188961,"about_ca_system_score_gemma":0.003816141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006843881,"about_ca_topic_score_gemma":0.006154969,"domain_scores_codex":[0.9797667,0.01283889,0.002093076,0.001526882,0.003285706,0.0004885733],"domain_scores_gemma":[0.8051842,0.1545834,0.01104792,0.003155502,0.02348407,0.002544945],"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":[0.001283405,0.0003186556,0.03282473,0.008062693,0.00066583,0.001516054,0.001582292,0.001440324,0.0006675948,0.03501458,0.1132533,0.8033705],"study_design_scores_gemma":[0.001058401,0.003257734,0.1240111,0.09568749,0.00346896,0.01897281,0.01432781,0.01149702,0.00250947,0.122893,0.6015045,0.0008117611],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007111845,0.443752,0.001701545,0.5392509,0.004476361,0.00002080369,0.00008461531,0.00002145929,0.003580471],"genre_scores_gemma":[0.2020831,0.5669589,0.00761987,0.1323685,0.0893576,0.00009985514,0.0001021999,0.00008274888,0.001327167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0470691,"threshold_uncertainty_score":0.2489282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009666896869005771,"score_gpt":0.2452653656800298,"score_spread":0.235598468811024,"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."}}