{"id":"W4393074704","doi":"10.1007/s00381-024-06366-z","title":"Brain AVM compactness score in children with hereditary hemorrhagic telangiectasia","year":2024,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; SickKids Foundation; Toronto Western Hospital; Hospital for Sick Children; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; Rare Diseases Clinical Research Network; National Institutes of Health; Children's Hospital of Philadelphia","keywords":"Medicine; Telangiectasia; Arteriovenous malformation; Intracranial Arteriovenous Malformations; Radiology; Angiography; Cerebral angiography; Pathology","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":[0.0001676019,0.0002439802,0.000416734,0.000269255,0.00009239303,0.00007089345,0.00009374846,0.00008664689,0.00003450995],"category_scores_gemma":[0.000008877639,0.000163711,0.0001470001,0.0004357705,0.0000351466,0.0001322678,0.00002716307,0.0002383177,0.000273739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973436,"about_ca_system_score_gemma":0.00009524792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002667853,"about_ca_topic_score_gemma":0.00009184945,"domain_scores_codex":[0.9987119,0.00005392662,0.000302969,0.0003368793,0.0002949166,0.0002993858],"domain_scores_gemma":[0.9993339,0.0000394086,0.00004031066,0.0004177373,0.0000313083,0.0001372998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001098862,0.000939442,0.9551857,0.002893773,0.001865745,0.004434994,0.00175442,0.0008331437,0.0000151224,0.005109837,0.01139355,0.01546442],"study_design_scores_gemma":[0.00249974,0.0003621392,0.9684176,0.004853242,0.0003336316,0.01885356,0.0006659416,0.002370273,0.0001696523,0.000006967806,0.001167213,0.0002999789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818168,0.007282185,0.00008153055,0.002338378,0.0001870797,0.001125096,0.00003846512,0.0003692942,0.006761147],"genre_scores_gemma":[0.9987509,0.00001701864,0.0001177754,0.0002490134,0.0002954779,0.00011417,0.0002890424,0.00005058304,0.0001159824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01693411,"threshold_uncertainty_score":0.6675941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008630714267076749,"score_gpt":0.2270087873621473,"score_spread":0.2183780730950706,"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."}}