{"id":"W2789248359","doi":"10.1093/neuros/nyy014","title":"Intracranial Dural Arteriovenous Fistulas with Pial Arterial Supply","year":2018,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Dura mater; Tentorium; Pia mater; Embolization; Middle meningeal artery; Radiology; 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":[0.0000694757,0.0001677463,0.0002804689,0.00009549514,0.0001450814,0.00005849127,0.00004379257,0.00005491203,0.0005046596],"category_scores_gemma":[0.00003509457,0.0001233523,0.0001326496,0.0001415309,0.0001393367,0.0001237791,0.00001952547,0.00009437262,0.0003124024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003698495,"about_ca_system_score_gemma":0.000086231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002262803,"about_ca_topic_score_gemma":0.00002035744,"domain_scores_codex":[0.9989445,0.00003231719,0.0002417629,0.000234028,0.0002641588,0.0002832108],"domain_scores_gemma":[0.9993557,0.00004339954,0.00006534796,0.0003138144,0.00008735692,0.0001344146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009870377,0.00810586,0.8153135,0.0002610995,0.001120336,0.006306361,0.002662647,0.00001794784,0.02735275,0.0008697237,0.04730272,0.08081672],"study_design_scores_gemma":[0.003867035,0.002234601,0.9555374,0.00008629765,0.0002116571,0.002468543,0.00002896308,0.0002036244,0.004011236,0.00002363241,0.03108613,0.0002408337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961377,0.00001799201,0.00006779138,0.001227083,0.0009173776,0.0002861272,0.00002033587,0.00009431911,0.001231241],"genre_scores_gemma":[0.9970599,0.00001866002,0.0003095124,0.001064603,0.001317817,0.00004726157,0.00005178111,0.00002822104,0.0001022391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.140224,"threshold_uncertainty_score":0.5525669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066196919025439,"score_gpt":0.2288373595004873,"score_spread":0.2181753903102329,"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."}}