{"id":"W4313680745","doi":"10.1007/s40120-022-00436-7","title":"Clinical Burden of Angiographic Vasospasm and Its Complications After Aneurysmal Subarachnoid Hemorrhage: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Neurology and Therapy","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Idorsia Pharmaceuticals","keywords":"Medicine; Subarachnoid hemorrhage; Vasospasm; Neurology; Cardiology; Radiology; Internal medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003311551,0.0003858126,0.002577994,0.0002311722,0.0000973659,0.0000102597,0.0001689745,0.0003731908,0.00002941878],"category_scores_gemma":[0.00007196388,0.0002694059,0.0005470471,0.0004752045,0.0002159075,0.00003022123,0.00005759456,0.0005173721,0.0000603626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000339911,"about_ca_system_score_gemma":0.00006185957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005976753,"about_ca_topic_score_gemma":0.000001580824,"domain_scores_codex":[0.997524,0.000459377,0.001081267,0.00056913,0.0001357479,0.0002305196],"domain_scores_gemma":[0.9981899,0.0004877821,0.0004650196,0.000611912,0.0001131766,0.0001322658],"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":[0.00008567164,0.0002444138,0.0002009865,0.9479424,0.000294159,0.0002620892,0.00002598569,1.283028e-8,0.000001725398,0.0006108276,0.00002159312,0.05031015],"study_design_scores_gemma":[0.0140407,0.02228659,0.02609557,0.5077563,0.1430519,0.07681885,0.00003403507,0.0005167106,0.000004202366,0.003149845,0.2011081,0.005137179],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002350019,0.9923987,0.000002308276,0.001408468,0.00008406111,0.003535819,0.0000622311,0.00009029766,0.00006808483],"genre_scores_gemma":[0.01019454,0.9867486,0.00002430668,0.001386025,0.0001114762,0.001198569,0.00009984698,0.00005561155,0.0001810092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4401861,"threshold_uncertainty_score":0.9999758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05984248301853416,"score_gpt":0.3549191436832379,"score_spread":0.2950766606647037,"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."}}