{"id":"W4399063262","doi":"10.1007/s00701-024-06122-x","title":"Optic nerve sheath diameter correlates with both success and failure of hydrocephalus treatment in pediatric patients with pineal region lesions","year":2024,"lang":"en","type":"article","venue":"Acta Neurochirurgica","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Neuroradiology; Neurosurgery; Hydrocephalus; Interventional radiology; Neurology; Optic nerve; Obstructive hydrocephalus; Radiology; Anatomy","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":[0.0003840035,0.0003686223,0.00037257,0.00114402,0.0003044495,0.0006507502,0.0003418349,0.0005506434,0.001605532],"category_scores_gemma":[0.005538838,0.0002539154,0.0003441162,0.0008380824,0.0005414044,0.0007255417,0.0004066847,0.0005456083,0.0002855128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002853136,"about_ca_system_score_gemma":0.0004498477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009808542,"about_ca_topic_score_gemma":0.001136704,"domain_scores_codex":[0.9995671,0.00007043208,0.00008073214,0.00008030712,0.0001068166,0.00009457736],"domain_scores_gemma":[0.9940959,0.00179141,0.002882994,0.000167049,0.0003000956,0.0007625523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008192742,0.00001306529,0.9970355,0.000006642716,0.00001606117,0.001272421,0.00005007502,0.000057416,0.0004644131,0.00001559141,0.0000307237,0.0009562908],"study_design_scores_gemma":[0.000002395195,0.0001014717,0.9926122,0.000006320733,0.00002286932,0.006502393,0.0002308878,0.0001359968,0.0002556838,0.00002575915,0.00009914275,0.000004921005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990045,0.0003202785,0.00005449657,0.00002687361,0.000006673376,0.000001698474,0.00006986643,0.000004453528,0.0005110916],"genre_scores_gemma":[0.9996413,0.0001275034,0.00006273499,0.000006976813,0.00001529807,0.000002671092,0.00008797387,0.000002858293,0.00005271437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001605532,"threshold_uncertainty_score":0.005371094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185636883670418,"score_gpt":0.2271948098030927,"score_spread":0.2153384409663885,"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."}}