{"id":"W2606216969","doi":"10.3171/2016.11.jns162055","title":"Neuropsychological function after endovascular and neurosurgical treatment of subarachnoid hemorrhage: a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Journal of neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; Toronto Metropolitan University","funders":"Ontario Ministry of Research and Innovation","keywords":"Medicine; Subarachnoid hemorrhage; Neuropsychology; Clipping (morphology); Endovascular coiling; Meta-analysis; Anterior cerebral artery; Middle cerebral artery; Surgery; Aneurysm; Internal medicine; Endovascular treatment; Cognition; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.009495956,0.002018631,0.01495877,0.005243752,0.0005923635,0.002670561,0.001926742,0.001706737,0.002772682],"category_scores_gemma":[0.02397344,0.000984292,0.02568329,0.007070421,0.000648785,0.001257032,0.0009889322,0.00124508,0.0002080635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001939958,"about_ca_system_score_gemma":0.002757036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006269869,"about_ca_topic_score_gemma":0.01258736,"domain_scores_codex":[0.992779,0.002955598,0.002447995,0.0008543499,0.0007350558,0.0002279374],"domain_scores_gemma":[0.9833672,0.01181614,0.002931862,0.0004575865,0.001226977,0.0002002114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001733767,0.00003553672,0.006112729,0.3931644,0.5865143,0.0001659564,0.00008632067,0.0003902943,0.0001909054,0.00008989277,0.0005086826,0.01100714],"study_design_scores_gemma":[0.0004872528,0.0002162315,0.007966032,0.02399765,0.9655444,0.0001356793,0.00005574504,0.0001223378,0.000120911,0.0001221234,0.001209197,0.00002250319],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006899437,0.9917592,0.0002714013,0.0001225792,0.000102438,0.0001599125,0.0004910455,0.00001210432,0.0001818375],"genre_scores_gemma":[0.2047536,0.7908991,0.001392415,0.000685552,0.0002666272,0.0007997675,0.0009567364,0.00001837106,0.0002278646],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9850412,"threshold_uncertainty_score":0.05022001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203973359291171,"score_gpt":0.3535425677949148,"score_spread":0.2331452318657977,"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."}}