{"id":"W2303032978","doi":"10.1155/2010/426185","title":"Induced Sputum for the Diagnosis of Pulmonary Tuberculosis: Is It Useful in Clinical Practice?","year":2010,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Medicine; Sputum; Referral; Bronchoscopy; Tuberculosis; Pulmonary tuberculosis; Medical record; Pulmonology; Clinical Practice; Internal medicine; Emergency medicine; Intensive care medicine; Pediatrics; Surgery; Physical therapy; Family medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009449331,0.0003909939,0.0008774353,0.00245827,0.0006428338,0.002949106,0.001996212,0.002449549,0.001318004],"category_scores_gemma":[0.06643514,0.000420248,0.0002821298,0.003747444,0.002964844,0.001762867,0.000683095,0.001688389,0.0006618958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002792141,"about_ca_system_score_gemma":0.004854434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02731666,"about_ca_topic_score_gemma":0.0639552,"domain_scores_codex":[0.9921043,0.002763739,0.001110695,0.0005289115,0.003065093,0.0004273146],"domain_scores_gemma":[0.9557498,0.016598,0.01146867,0.001661279,0.01185447,0.002667869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004394285,0.0001278831,0.8352002,0.001390024,0.00007395723,0.001841558,0.00104554,0.0001876041,0.0008676797,0.0002117683,0.006905173,0.1517093],"study_design_scores_gemma":[0.0001481839,0.0008640139,0.9482377,0.007413283,0.000285235,0.01621195,0.005689216,0.002086312,0.00108305,0.0008631676,0.01703761,0.00008029449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.612467,0.2860065,0.003211336,0.08385631,0.002213007,0.0002555185,0.0006210516,0.0002617185,0.01110758],"genre_scores_gemma":[0.9472846,0.04225094,0.004699274,0.003840373,0.001217609,0.00004349543,0.0002919804,0.00002414968,0.0003475886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9726834,"threshold_uncertainty_score":0.05431533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224701157473929,"score_gpt":0.4205118906378646,"score_spread":0.2980417748904717,"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."}}