{"id":"W1665917893","doi":"10.1016/s0012-3692(15)37351-7","title":"Sputum Induction for Diagnosis of Pulmonary Tuberculosis","year":2006,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Beekeepers' Association","funders":"","keywords":"Sputum; Medicine; Bronchoscopy; Tuberculosis; Pulmonary tuberculosis; Internal medicine; Sputum culture; Radiology; Gastroenterology; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001765943,0.001081034,0.001504056,0.001114408,0.003582448,0.001462871,0.001956425,0.0342215,0.00533821],"category_scores_gemma":[0.01369512,0.0007864606,0.002161189,0.000852431,0.0018784,0.001835259,0.0008121371,0.02199159,0.003070851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0037714,"about_ca_system_score_gemma":0.001833979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003847091,"about_ca_topic_score_gemma":0.009076576,"domain_scores_codex":[0.997807,0.0007642381,0.0003004736,0.0001790955,0.0005453175,0.0004038388],"domain_scores_gemma":[0.9951546,0.002805758,0.0003544526,0.0001721077,0.0004780537,0.001034924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001190652,0.0006854195,0.01658488,0.0004831217,0.000145868,0.4375515,0.0005971039,0.0004961265,0.002590487,0.003735623,0.5063252,0.02961405],"study_design_scores_gemma":[0.001461898,0.002090887,0.03968623,0.001892232,0.0003492125,0.511103,0.001303748,0.005132987,0.00351388,0.01066105,0.4226129,0.000191932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02093283,0.008892949,0.001249472,0.9077364,0.02956248,0.0001444597,0.0001872545,0.000187091,0.03110711],"genre_scores_gemma":[0.182401,0.008406325,0.002954657,0.6756935,0.1067335,0.0001503253,0.0002851266,0.0001368094,0.0232388],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0342215,"threshold_uncertainty_score":0.02736354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582863371388328,"score_gpt":0.2965055091302293,"score_spread":0.260676875416346,"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."}}