{"id":"W2171570189","doi":"10.1177/159101991101700212","title":"Hydrocephalus Secondary to Hydrodynamic Disequilibrium in an Adult Patient with a Choroidal-Type Arteriovenous Malformation","year":2011,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Arteriovenous malformation; Hydrocephalus; Embolization; Reflux; Radiology; Intracranial Arteriovenous Malformations; Surgery; Cerebral angiography; Angiography; Pathology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007130839,0.0001805043,0.0002899585,0.0003001218,0.00004083123,0.00001334745,0.00009472484,0.0000673181,0.0004092423],"category_scores_gemma":[0.0000284232,0.0001476383,0.0001258489,0.0002090567,0.00004672299,0.0002997951,0.00004145394,0.0001608764,0.0001456895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172216,"about_ca_system_score_gemma":0.00006385249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006607066,"about_ca_topic_score_gemma":0.0002476541,"domain_scores_codex":[0.9987453,0.00009185701,0.0004460975,0.0003023397,0.0001561916,0.0002581744],"domain_scores_gemma":[0.9992924,0.00001501807,0.0001036387,0.0002895339,0.0001386817,0.0001607143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01206695,0.03082625,0.8538471,0.0009935889,0.001501465,0.005317973,0.01767034,0.002651461,0.004843699,0.01077661,0.001333914,0.05817065],"study_design_scores_gemma":[0.002417796,0.01559176,0.9746091,0.0001868012,0.00007968995,0.002630626,0.0001013833,0.003181674,0.0003199037,0.0003031111,0.0003564497,0.0002217117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970797,0.00006534247,0.0001458267,0.0003696642,0.0001773685,0.0005828918,0.00002438683,0.00004983622,0.00150497],"genre_scores_gemma":[0.9979663,0.00000858186,0.0005943212,0.0008948803,0.00002940089,0.0001522424,0.0002973721,0.00002327678,0.00003361486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.120762,"threshold_uncertainty_score":0.6020517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853736827897402,"score_gpt":0.251485994563617,"score_spread":0.232948626284643,"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."}}