{"id":"W2899297903","doi":"10.7759/cureus.3513","title":"Sputum Smear and Culture-negative Tuberculosis with Associated Pleural Effusion: A Diagnostic Challenge","year":2018,"lang":"en","type":"article","venue":"Cureus","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Markham Stouffville Hospital","funders":"","keywords":"Medicine; Tuberculosis; Sputum; Pleural effusion; Mycobacterium tuberculosis; Sputum culture; Pneumonia; Internal medicine; 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":[0.002570581,0.001961956,0.001867025,0.003098523,0.002594037,0.003113442,0.001791922,0.006025997,0.002282958],"category_scores_gemma":[0.01067335,0.001216544,0.0009166336,0.001598057,0.002776115,0.004934198,0.0021186,0.005967486,0.001855547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031788,"about_ca_system_score_gemma":0.001158635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523184,"about_ca_topic_score_gemma":0.002382951,"domain_scores_codex":[0.9971187,0.0007294599,0.0004276829,0.000287984,0.0008701166,0.0005660839],"domain_scores_gemma":[0.9941533,0.002167106,0.001425683,0.0003733536,0.0007633293,0.001117204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006532036,0.00008385845,0.03954223,0.0002596879,0.00002219982,0.9349505,0.0004787952,0.000114343,0.001569964,0.0007027502,0.004968089,0.01724218],"study_design_scores_gemma":[0.000008017718,0.00003159589,0.005139322,0.0001995513,0.00002251302,0.9893111,0.0009542507,0.0003488268,0.0004562539,0.0007335116,0.00277818,0.00001684845],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7045372,0.09150834,0.02734942,0.1319457,0.004944328,0.0005612141,0.0005239611,0.0007048503,0.037925],"genre_scores_gemma":[0.937553,0.02571345,0.01302588,0.01287298,0.008515578,0.00007464151,0.000256013,0.0001022664,0.00188613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006025997,"threshold_uncertainty_score":0.01359469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466456572633489,"score_gpt":0.3118578179703977,"score_spread":0.2871932522440628,"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."}}