{"id":"W2796092587","doi":"10.1016/j.thorsurg.2018.01.004","title":"Tuberculosis and Other Granulomatous Diseases of the Airway","year":2018,"lang":"en","type":"review","venue":"Thoracic surgery clinics/Thorac. surg. clin.","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Airway; Tuberculosis; Radiological weapon; Airway obstruction; Surgery; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003306347,0.001477526,0.006892033,0.0007624619,0.0004501478,0.0001134705,0.0005265191,0.001268904,0.0007897712],"category_scores_gemma":[0.002899936,0.0009739167,0.006095623,0.001747717,0.00126906,0.0001749488,0.0004971279,0.001160775,0.0003341047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727425,"about_ca_system_score_gemma":0.001413571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001766428,"about_ca_topic_score_gemma":0.00003211474,"domain_scores_codex":[0.9902643,0.002092651,0.003865556,0.001599223,0.001087316,0.001090959],"domain_scores_gemma":[0.9851492,0.008131423,0.002512839,0.002782739,0.0005927823,0.0008310179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003338965,0.001170712,0.08744338,0.03113643,0.001748471,0.00009283459,0.00005443363,2.822723e-7,2.098989e-7,0.0000316335,0.01042066,0.8675671],"study_design_scores_gemma":[0.0002860131,0.0002040847,0.002776618,0.03137198,0.01779673,0.0003648016,0.00003952244,0.00001744671,0.00001431014,0.0002367077,0.9456685,0.001223279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01930215,0.9722902,0.000006285276,0.0001487639,0.002812353,0.002203043,0.001338588,0.0003019742,0.001596647],"genre_scores_gemma":[0.006027964,0.9894255,0.00005340717,0.0008530496,0.001892698,0.000260346,0.0002693129,0.0004566664,0.0007610209],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9352478,"threshold_uncertainty_score":0.9997974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06793071228507724,"score_gpt":0.3915856350044356,"score_spread":0.3236549227193583,"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."}}