{"id":"W90996669","doi":"10.1155/2008/747206","title":"Treatment of a Tuberculous Empyema with Simultaneous Oral and Intrapleural Antituberculosis Drugs","year":2008,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Medicine; Empyema; Tuberculosis; Drug; Surgery; Thoracentesis; Context (archaeology); Drug resistance; Thoracostomy; Pleural effusion; Pharmacology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00006838572,0.0002434708,0.0004520922,0.0003969638,0.0003948796,0.00003006258,0.00005457523,0.000103944,0.0002296463],"category_scores_gemma":[0.00004470184,0.0001785626,0.0001571458,0.0002416537,0.0002579201,0.00009871629,0.000006162004,0.000178852,0.00001034633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004915667,"about_ca_system_score_gemma":0.001465773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01557057,"about_ca_topic_score_gemma":0.02095851,"domain_scores_codex":[0.9986721,0.00006017986,0.0003240354,0.0002268267,0.0002630618,0.0004537943],"domain_scores_gemma":[0.9980249,0.00004642081,0.0001040787,0.0002230575,0.0002709017,0.001330628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005912756,0.0003852003,0.9369445,0.00008366419,0.0008733456,0.01686771,0.001916495,0.0001228975,0.0005342577,0.00009963171,0.000651068,0.04092991],"study_design_scores_gemma":[0.02333125,0.02612287,0.6939474,0.0004797143,0.002687664,0.1272721,0.001998503,0.001384915,0.003433703,0.00009093349,0.117613,0.001637996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959145,0.00181432,0.000007463102,0.0003548654,0.00008600263,0.0002626908,0.00003935251,0.00002004859,0.001500805],"genre_scores_gemma":[0.9981059,0.000434262,0.0001260423,0.001011281,0.0001731372,0.000007379944,0.000004114016,0.00003677526,0.0001010513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2429971,"threshold_uncertainty_score":0.9969065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635572451018852,"score_gpt":0.2481885841546136,"score_spread":0.2318328596444251,"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."}}