{"id":"W3018832051","doi":"10.1007/s10143-020-01288-1","title":"A systematic review of surgical treatments of idiopathic intracranial hypertension (IIH)","year":2020,"lang":"en","type":"review","venue":"Neurosurgical Review","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Papilledema; Headaches; Surgery; Neurosurgery; Intracranial pressure; Complication","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":[0.002120562,0.001097748,0.005570609,0.006869543,0.0004270652,0.001734349,0.001376696,0.00124877,0.005988226],"category_scores_gemma":[0.008968528,0.0005931123,0.004643373,0.007701289,0.0005585592,0.001444599,0.001167776,0.001104153,0.0004076893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176759,"about_ca_system_score_gemma":0.004744662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006026589,"about_ca_topic_score_gemma":0.0212055,"domain_scores_codex":[0.9983457,0.0003653825,0.0007602994,0.0001631789,0.000296302,0.00006911461],"domain_scores_gemma":[0.9950176,0.003301362,0.001123325,0.00005900007,0.0004038333,0.0000948739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002071372,0.0000202687,0.00035362,0.9181349,0.005959422,0.0001254347,0.00009880423,0.00008178919,0.000228647,0.0001956238,0.003606129,0.07098824],"study_design_scores_gemma":[0.0006208473,0.0004045806,0.006023031,0.7831907,0.1214323,0.001097233,0.0002960276,0.0001051732,0.0002376625,0.0005211458,0.08599585,0.00007556973],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002748078,0.9990892,0.00005778232,0.00009119272,0.00008709823,0.00005629848,0.0001788517,0.00000424205,0.0001605264],"genre_scores_gemma":[0.002053003,0.997276,0.0001963072,0.0002442176,0.0000420432,0.00004463284,0.00008148887,0.000001456197,0.00006090704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006869543,"threshold_uncertainty_score":0.02003264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04739064224807734,"score_gpt":0.3330064972651686,"score_spread":0.2856158550170912,"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."}}