{"id":"W132291905","doi":"10.1177/15910199030090s206","title":"Intracranial Dural Arteriovenous Shunts in Children","year":2003,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Arteriovenous malformation; Occlusion; Thrombosis; Arteriovenous fistula; Superior sagittal sinus; Surgery; Radiology","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":[0.0001122296,0.0001079598,0.0002248671,0.0001492777,0.00003169722,0.000009036725,0.00004990345,0.00006211081,0.0006497321],"category_scores_gemma":[0.00008724762,0.00009572147,0.000214888,0.0001006606,0.00004554264,0.00006271894,0.0000133446,0.0001392324,0.0001652946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006235853,"about_ca_system_score_gemma":0.00003293591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001834003,"about_ca_topic_score_gemma":0.00002003825,"domain_scores_codex":[0.9991025,0.0001148184,0.000306419,0.0001904231,0.0000953614,0.0001905318],"domain_scores_gemma":[0.9996842,0.00002728102,0.00005089412,0.0001474319,0.00003005581,0.00006009941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004333802,0.001367575,0.988337,0.00001203442,0.0001482065,0.0001169952,0.00002927198,0.00002886346,0.0001212204,0.007961436,0.0002102405,0.001623801],"study_design_scores_gemma":[0.002211111,0.0006589405,0.9905248,0.00003072999,0.00003518652,0.004801565,0.000006255771,0.00004836814,0.00009533737,0.0005640581,0.000951479,0.00007215002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974499,0.0002493043,0.0001155534,0.0005503985,0.0001971079,0.0002723155,0.00001147634,0.00002290931,0.001131079],"genre_scores_gemma":[0.9990406,0.00002478563,0.0003279805,0.0003383023,0.00004923561,0.0000542845,0.00007716977,0.0000108118,0.00007683963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007397378,"threshold_uncertainty_score":0.7114111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138323050255261,"score_gpt":0.2635631232637299,"score_spread":0.2521798927611772,"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."}}