{"id":"W4407911488","doi":"10.1148/radiol.240621","title":"Case 334: Cryptococcal Meningitis","year":2025,"lang":"en","type":"article","venue":"Radiology","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Chills; Diplopia; Lethargy; Lumbar puncture; Neurological examination; Surgery; Neck pain; Physical examination; Retching; Past medical history; Papilledema; Meningitis; Nausea; Cerebrospinal fluid; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000553656,0.0000553436,0.0001801769,0.00007650472,0.00009790189,0.000002719642,0.00001502378,0.0000611504,0.0001771661],"category_scores_gemma":[0.00009411047,0.00004435052,0.00004757641,0.0001074622,0.00007844473,0.000009865139,0.00002152326,0.0001029546,0.00003536002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003484508,"about_ca_system_score_gemma":0.00002864538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004450024,"about_ca_topic_score_gemma":0.00001314176,"domain_scores_codex":[0.9996253,0.00002339715,0.00009766098,0.0001130762,0.0000168999,0.0001237133],"domain_scores_gemma":[0.9997327,0.00008663808,0.00001100027,0.0001086412,0.00003222897,0.00002877924],"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":[0.0003151273,0.0003512603,0.2630843,0.0002156874,0.001301966,0.02378857,0.0007836343,0.00003142647,0.01937577,0.1434951,0.5161502,0.03110687],"study_design_scores_gemma":[0.004522375,0.001625405,0.107683,0.0001060107,0.0003826642,0.1272027,0.0006433625,0.0008737865,0.002832384,0.0035564,0.7502363,0.0003355771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.883024,0.001184537,0.001079466,0.00244214,0.0005448104,0.000178986,0.000003501573,0.00007877804,0.1114637],"genre_scores_gemma":[0.9948369,0.00006488846,0.0004764599,0.0004956229,0.0001171214,0.00003384648,0.000003011056,0.000003382188,0.003968748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2340861,"threshold_uncertainty_score":0.1939844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669831615653422,"score_gpt":0.3103696136452024,"score_spread":0.2936712974886682,"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."}}