{"id":"W2574475893","doi":"10.1177/15910199030090s217","title":"Dural AVFS","year":2003,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008138728,0.00007646216,0.0001475954,0.00007701551,0.00004054886,0.000006253049,0.00003258952,0.00003957927,0.001407146],"category_scores_gemma":[0.0001141722,0.00006244052,0.0002644292,0.0000652442,0.00004139926,0.00004211085,0.000009768596,0.00008092731,0.0003760566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003187227,"about_ca_system_score_gemma":0.00002491333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002701284,"about_ca_topic_score_gemma":0.000001940267,"domain_scores_codex":[0.9993848,0.00007830319,0.0001937498,0.0001347315,0.00008028386,0.0001281141],"domain_scores_gemma":[0.9996758,0.00003638714,0.00003803879,0.0001411455,0.00004724746,0.00006137994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009539985,0.00300852,0.4495529,0.000101442,0.0007570917,0.0004289901,0.00006954952,0.00006312647,0.0008093541,0.5180295,0.02386168,0.003222406],"study_design_scores_gemma":[0.003079329,0.001495291,0.7982031,0.00005726755,0.0001451356,0.005732966,0.00002527886,0.00009449391,0.001541864,0.003446998,0.186029,0.0001493185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982059,0.0004696493,0.0005045351,0.001830918,0.0003763377,0.0001754309,0.000006522216,0.00004461376,0.01453301],"genre_scores_gemma":[0.9975857,0.00001950905,0.0005633988,0.0006700372,0.00003534019,0.00004124167,0.00004376064,0.000007981361,0.001033098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5145825,"threshold_uncertainty_score":0.9995057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571481719230077,"score_gpt":0.2964782653415211,"score_spread":0.2707634481492203,"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."}}