{"id":"W4290620689","doi":"10.35493/medu.40.6","title":"Tuberculosis Meningitis","year":2021,"lang":"en","type":"article","venue":"The Meducator","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tuberculosis; Meningitis; Tuberculous meningitis; Pathophysiology; Medicine; Depiction; Virology; Pathology; Pediatrics; Art; Literature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008868556,0.00009242741,0.0001489931,0.00002743021,0.0001363672,0.00002514278,0.00005172824,0.00003502629,0.003158907],"category_scores_gemma":[0.0001365186,0.00006014778,0.0001640325,0.0002318341,0.00004873168,0.00002701464,0.00003679999,0.0001176749,0.0004313722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005758479,"about_ca_system_score_gemma":0.000248582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007259234,"about_ca_topic_score_gemma":0.00001002573,"domain_scores_codex":[0.9993055,0.00004253659,0.0001140833,0.000162711,0.0001742198,0.0002009013],"domain_scores_gemma":[0.9992735,0.00006175452,0.00002150043,0.0003923447,0.0001022826,0.0001485674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002848894,0.004295433,0.4136218,0.0007039353,0.003400808,0.001147999,0.008945391,0.000009796393,0.06860442,0.02759148,0.3924492,0.07894488],"study_design_scores_gemma":[0.002428584,0.0003269239,0.5161445,0.0002747878,0.002637162,0.004025203,0.004652157,0.0001056232,0.1527454,0.002681523,0.3133107,0.000667476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477075,0.001417436,0.000009011114,0.0169273,0.0004725978,0.0001179543,0.000006609541,0.00006537925,0.03327625],"genre_scores_gemma":[0.9924214,0.0001269177,0.000150841,0.003036602,0.0004618638,0.00003723405,0.00001835502,0.00002072783,0.003726026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025227,"threshold_uncertainty_score":0.9977524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009703539211904767,"score_gpt":0.2685052800068693,"score_spread":0.2588017407949645,"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."}}