{"id":"W2033298587","doi":"10.4021//jmc.v1i2.40","title":"Atypical Meningioma in a Young HIV Patient","year":2010,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meningioma; Pathological; Human immunodeficiency virus (HIV); Lesion; Lymphoma; Histopathological examination; Brain tumor; Radiology; Pathology; Virology","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":[0.0009183725,0.0001051903,0.0003446906,0.0002573157,0.0000282152,0.00001863002,0.0001516678,0.000141677,0.00152275],"category_scores_gemma":[0.002107624,0.00007201675,0.0001411356,0.0001754138,0.00007930328,0.00007334151,0.00006781406,0.0008090542,0.00002200504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003863097,"about_ca_system_score_gemma":0.0001807841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001909935,"about_ca_topic_score_gemma":0.00003493265,"domain_scores_codex":[0.9975208,0.00005121654,0.0006538662,0.0001129536,0.001439556,0.0002216046],"domain_scores_gemma":[0.9989066,0.0001668092,0.0001843459,0.0001470978,0.00009790792,0.0004972583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.004118727,0.00246725,0.3090467,0.0002361096,0.0002912374,0.5249134,0.002155741,0.000004509006,0.007294836,0.005404202,0.08806498,0.05600238],"study_design_scores_gemma":[0.01491992,0.006423192,0.4789208,0.001935307,0.0004543016,0.3998066,0.002529278,0.002070009,0.003526347,0.0006637852,0.08816282,0.0005875839],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989322,0.0001990013,0.0001115814,0.007337631,0.0007306751,0.0000980583,7.548097e-7,0.000009317057,0.002190987],"genre_scores_gemma":[0.9976469,0.000008948242,0.001483354,0.0002245532,0.0005047231,0.00000279146,0.000001576391,0.000008813871,0.0001183629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1698741,"threshold_uncertainty_score":0.99939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959675837466619,"score_gpt":0.2957031806673353,"score_spread":0.2761064222926691,"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."}}