{"id":"W2127359011","doi":"10.1227/01.neu.0000088738.80838.74","title":"Hyperperfusion Syndrome: Toward a Stricter Definition","year":2003,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Carotid endarterectomy; Angioplasty; Intracerebral hemorrhage; Endarterectomy; Stroke (engine); Surgery; Presentation (obstetrics); Radiology; Carotid stenting; Carotid arteries; Subarachnoid hemorrhage","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009263508,0.000126395,0.0002164698,0.0001164238,0.00005745052,0.0000234967,0.00002789535,0.00005284077,0.0007898678],"category_scores_gemma":[0.0001898358,0.0001116215,0.000259259,0.0001984795,0.0000296254,0.00007474562,0.0000129312,0.0001113473,0.0002255632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000197185,"about_ca_system_score_gemma":0.00007144066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002706725,"about_ca_topic_score_gemma":1.668106e-7,"domain_scores_codex":[0.9990132,0.0000747704,0.0001830525,0.0002472457,0.0002643489,0.0002173284],"domain_scores_gemma":[0.9994286,0.00005749559,0.0000315184,0.0002693023,0.00004371447,0.0001693679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001198514,0.001271044,0.9558277,0.0003050344,0.00009844326,0.0009966743,0.0001966577,0.00001094701,0.01549386,0.001400625,0.01746814,0.006811049],"study_design_scores_gemma":[0.001367437,0.0002554912,0.9522148,0.0001034386,0.0002053087,0.004577276,0.0001189369,0.0000169596,0.004030472,0.0001851966,0.03662647,0.0002982343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895226,0.0001213911,0.00004693399,0.0001560316,0.0005552262,0.0001710936,0.000005664891,0.0001063677,0.009314735],"genre_scores_gemma":[0.9976017,0.0001446149,0.0000728767,0.001835825,0.00005701315,0.00002083053,0.00003143546,0.0000253643,0.0002103328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01915833,"threshold_uncertainty_score":0.8648498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02917617347323719,"score_gpt":0.2297932278213151,"score_spread":0.200617054348078,"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."}}