{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003992144,0.0005705019,0.0006997942,0.005621094,0.0003470107,0.000762756,0.0006988468,0.00083998,0.004770477],"category_scores_gemma":[0.001689904,0.000297817,0.0003865064,0.003484962,0.0005312159,0.001255015,0.0004851764,0.0009500142,0.002186849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006232716,"about_ca_system_score_gemma":0.0008610882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001852943,"about_ca_topic_score_gemma":0.001942709,"domain_scores_codex":[0.9996728,0.0000698927,0.00008882958,0.00005763621,0.00007828043,0.00003259802],"domain_scores_gemma":[0.9990895,0.0003746526,0.0001800533,0.00003053281,0.0002585901,0.00006670015],"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":[0.0001086903,0.00008091046,0.008876854,0.01092776,0.000192233,0.07066485,0.0005554452,0.0009302095,0.004426058,0.005499789,0.2341093,0.6636279],"study_design_scores_gemma":[0.000009506493,0.00006192501,0.01049057,0.005045412,0.0001682951,0.3761007,0.0002919334,0.0002215979,0.0009866251,0.001222638,0.6053607,0.00004005664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004794725,0.9730872,0.002043468,0.003526845,0.001858422,0.00003693812,0.0001828206,0.0001196289,0.01434995],"genre_scores_gemma":[0.03237266,0.9524796,0.003062247,0.002726241,0.005226244,0.00003672653,0.0004682098,0.00004511466,0.00358292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005621094,"threshold_uncertainty_score":0.01595885,"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."}}