{"id":"W4392116735","doi":"10.15173/m.v1i40.3243","title":"Tuberculous Meningitis","year":2022,"lang":"en","type":"article","venue":"The Meducator","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tuberculous meningitis; Environmental health; Meningitis; Pediatrics","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":[0.0001609474,0.00007575107,0.0001124205,0.00004332752,0.0004208379,0.00001086946,0.00009326624,0.00001139989,0.006794963],"category_scores_gemma":[0.000036285,0.00005168424,0.0001175361,0.0001938842,0.00003941453,0.00001518444,0.00008389866,0.0001841499,0.0001540931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001249338,"about_ca_system_score_gemma":0.0001525145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001814006,"about_ca_topic_score_gemma":0.00000255141,"domain_scores_codex":[0.9992914,0.00005728046,0.00009578472,0.0001277147,0.0002406478,0.0001872313],"domain_scores_gemma":[0.9995049,0.00004256949,0.00002562543,0.0003015755,0.00002275727,0.000102598],"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":[0.0008019407,0.004390559,0.1930139,0.0002484962,0.001646072,0.0005297473,0.02007763,0.000156036,0.01161498,0.02195714,0.6894317,0.05613177],"study_design_scores_gemma":[0.002199361,0.001182728,0.14668,0.0000275716,0.001151976,0.004170405,0.008820741,0.0002318805,0.002911393,0.002225992,0.8298911,0.0005067884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969902,0.0006262375,0.00000262156,0.008996991,0.0006366749,0.0002339341,0.00001325581,0.00007693059,0.01951135],"genre_scores_gemma":[0.9935784,0.00001269488,0.00002687581,0.002845355,0.0002893006,0.0001782021,0.00001502541,0.00002048112,0.003033624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1404594,"threshold_uncertainty_score":0.994113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007044416575342134,"score_gpt":0.2401283634636579,"score_spread":0.2330839468883158,"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."}}