{"id":"W2985450989","doi":"10.5114/pjr.2019.89380","title":"Intracranial haemorrhage in dural arteriovenous fistula","year":2019,"lang":"en","type":"article","venue":"Polish Journal of Radiology","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arteriovenous fistula; Medicine; Fistula; Radiology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002161845,0.00008433199,0.0004125957,0.0002042288,0.00001530303,0.000008749153,0.00007019822,0.00007166419,0.0002630494],"category_scores_gemma":[0.0000773973,0.00006308211,0.0001538532,0.0000853493,0.00003039187,0.0001052326,0.00001202423,0.000203781,0.00006826543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121239,"about_ca_system_score_gemma":0.00007953985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003162548,"about_ca_topic_score_gemma":0.00001449761,"domain_scores_codex":[0.9991888,0.00005714987,0.0003901659,0.00007097003,0.0001064363,0.0001865085],"domain_scores_gemma":[0.9995087,0.00005661547,0.0001611607,0.0001259254,0.00006462492,0.00008293024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005593869,0.001204133,0.9646137,0.00009760256,0.0004863878,0.003283301,0.001948997,0.0002671103,0.001529291,0.001156064,0.004014309,0.02083971],"study_design_scores_gemma":[0.005761602,0.001474074,0.9427342,0.00008488188,0.000105298,0.04539448,0.0002154779,0.0002559503,0.0001584877,0.0001849401,0.003541221,0.00008933246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953951,0.0009341961,0.00003650768,0.001888122,0.0004324751,0.0001469684,0.000003729337,0.000004616735,0.001158303],"genre_scores_gemma":[0.998327,0.0002161789,0.0006735946,0.0004682544,0.0002507676,0.000002542583,0.000007010344,0.000007923541,0.00004670977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04211118,"threshold_uncertainty_score":0.2880206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008401003679193834,"score_gpt":0.2516319078778513,"score_spread":0.2432309041986574,"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."}}