{"id":"W2082304788","doi":"10.3171/jns/2008/108/6/1074","title":"Wall enhancement, edema, and hydrocephalus after endovascular coil occlusion of intradural cerebral aneurysms","year":2008,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Hydrocephalus; Occlusion; Radiology; Surgery","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":[0.0003702445,0.0002001268,0.00027279,0.0007561698,0.0002633653,0.0003580198,0.0001863114,0.0002123835,0.0006944656],"category_scores_gemma":[0.002628816,0.0001669408,0.0002461535,0.0004458801,0.0003528642,0.0003474165,0.0002751663,0.0002176909,0.0001260834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303558,"about_ca_system_score_gemma":0.0001581906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000377876,"about_ca_topic_score_gemma":0.000400141,"domain_scores_codex":[0.9997395,0.0000589993,0.00004232985,0.0000490782,0.00006264244,0.00004740741],"domain_scores_gemma":[0.998511,0.000351676,0.0008370361,0.00007910201,0.00007529597,0.0001457544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001734291,0.0000284995,0.9946472,0.00001306437,0.00003335713,0.001854283,0.00006577865,0.00003212654,0.0007860336,0.000006888572,0.00002804653,0.002331243],"study_design_scores_gemma":[0.000007102216,0.0002147843,0.9851567,0.000007189856,0.00003786193,0.0137566,0.00009397829,0.0001051302,0.0005031264,0.00001321655,0.0001013021,0.000003059914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995896,0.0002442428,0.00005724011,0.000006620175,0.00000216236,0.00000207952,0.00001311624,0.000001701256,0.00008334481],"genre_scores_gemma":[0.9997235,0.0001259646,0.00005618581,0.000005874344,0.00001044371,0.000002067728,0.00003948584,8.481086e-7,0.00003545549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007561698,"threshold_uncertainty_score":0.002323151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697911135917576,"score_gpt":0.2369326046359886,"score_spread":0.2199534932768129,"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."}}