{"id":"W2078116306","doi":"10.1007/s002340100571","title":"Association of distinct intracranial pial and dural arteriovenous shunts","year":2001,"lang":"en","type":"article","venue":"Neuroradiology","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Arteriovenous malformation; Intracranial Arteriovenous Malformations; Dura mater; Neuroradiology; Neurosurgery; Arteriovenous fistula; Etiology; Pia mater; Neurology; Natural history; Radiology; Cerebral angiography; Surgery; Angiography; Pathology; Internal medicine","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":[0.00006878918,0.00006486347,0.0002138277,0.00004499656,0.00003347003,0.00000425229,0.0000205884,0.00006207162,0.00006627041],"category_scores_gemma":[0.000112804,0.00005370296,0.00004822616,0.00005584117,0.00002906116,0.00003527069,0.00001189062,0.00006512069,0.00001348729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004092769,"about_ca_system_score_gemma":0.00001608744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002245906,"about_ca_topic_score_gemma":0.00002207514,"domain_scores_codex":[0.9994916,0.00004605325,0.0001638527,0.0001028572,0.00007541141,0.0001202348],"domain_scores_gemma":[0.9996845,0.00006110824,0.00007845814,0.00009560687,0.00003693533,0.00004340599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009350012,0.0002441964,0.9875969,0.00001646469,0.0001027952,0.00009429786,0.0001260933,0.00000222207,0.0008348351,0.0001628785,0.0003437184,0.0103821],"study_design_scores_gemma":[0.00155069,0.0006541756,0.9931175,0.000006669704,0.0001159143,0.0007746043,0.000008604027,0.0001697123,0.00007399343,0.00005030276,0.003439005,0.0000388697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996856,0.00006150459,0.00004414761,0.001962555,0.0001449572,0.0001439397,0.000007417172,0.00001682532,0.0007626201],"genre_scores_gemma":[0.999259,0.0001732547,0.0001018618,0.0002535619,0.0001055107,0.00001055843,0.00002381689,0.000005829734,0.00006660875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01034323,"threshold_uncertainty_score":0.2189943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009060924730495364,"score_gpt":0.2391159551253204,"score_spread":0.230055030394825,"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."}}