{"id":"W4393930382","doi":"10.1148/rg.230087","title":"Imaging Review of Pediatric Monogenic CNS Vasculopathy with Genetic Correlation","year":2024,"lang":"en","type":"review","venue":"Radiographics","topic":"Cerebrovascular and genetic disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Toronto; SickKids Foundation; Children's Hospital of Eastern Ontario; Hospital for Sick Children; University of Ottawa","funders":"","keywords":"Medicine; Cerebral palsy; Genetic counseling; Neuroimaging; Genetic testing; Stroke (engine); Disease; Pediatrics; Pathology; Bioinformatics; Intensive care medicine; Radiology; Neuroscience; Internal medicine; Physical medicine and rehabilitation; Psychiatry; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003863277,0.0005303232,0.002084553,0.0010585,0.00003844696,0.00001796578,0.0001907941,0.0001986201,0.0000653039],"category_scores_gemma":[0.00004806159,0.000373536,0.002359637,0.00328529,0.0001069652,0.00002706791,0.00004841654,0.0005743361,0.00004606982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004351962,"about_ca_system_score_gemma":0.0005921939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000154204,"about_ca_topic_score_gemma":0.000004309344,"domain_scores_codex":[0.9974681,0.0001222228,0.0008990096,0.0005927638,0.0006120667,0.0003059005],"domain_scores_gemma":[0.998389,0.00006161546,0.0003562812,0.0008754313,0.0001563501,0.000161316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002861721,0.00005834063,0.00116207,0.3756291,0.0009836613,0.00004013964,0.00002147873,0.000001521077,1.319854e-8,0.00002260353,0.002255514,0.6198227],"study_design_scores_gemma":[0.0003746248,0.0001353983,0.0003122773,0.1191754,0.06233089,0.0007134864,0.000008162217,0.00005382248,3.049933e-8,0.00002437979,0.8164541,0.0004174024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006984963,0.9962109,0.0008686465,0.00003780478,0.0002934376,0.001771459,0.000025904,0.00007830807,0.0007065901],"genre_scores_gemma":[0.000009744619,0.9979731,0.0009924049,0.00009672788,0.0002875514,0.0001073084,0.0002892398,0.0001429461,0.0001009256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8141986,"threshold_uncertainty_score":0.9998717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565024822562718,"score_gpt":0.292716557070577,"score_spread":0.2770663088449498,"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."}}