{"id":"W4293824822","doi":"10.1177/15910199221121370","title":"Venous outflow stenting for symptomatic developmental venous anomaly","year":2022,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Outflow; Vein; Endovascular treatment; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001105858,0.0004591731,0.0004195361,0.0007289508,0.0008246727,0.0003918331,0.0002151208,0.0009294801,0.001322612],"category_scores_gemma":[0.001166784,0.0001096304,0.000390704,0.0003202042,0.0006031138,0.00037391,0.000378497,0.0008445655,0.0002790693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003225644,"about_ca_system_score_gemma":0.0007454338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004699884,"about_ca_topic_score_gemma":0.0009682619,"domain_scores_codex":[0.9998745,0.00001892851,0.00001534419,0.00002259258,0.00002725632,0.00004133838],"domain_scores_gemma":[0.9996828,0.000094849,0.00006437628,0.00002676043,0.00002033457,0.0001108758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0002107835,0.0001700726,0.04592118,0.0002334412,0.00005887391,0.8582149,0.0002426432,0.0004236525,0.02232998,0.001502956,0.001511633,0.06917991],"study_design_scores_gemma":[0.00002539146,0.0002902523,0.0117432,0.0000561758,0.00002922233,0.9757375,0.00005994134,0.0009285142,0.007537882,0.0009649353,0.00261498,0.00001204504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649445,0.008353449,0.01413629,0.001853805,0.0004007609,0.00005097712,0.00008497359,0.0004088283,0.009766354],"genre_scores_gemma":[0.9949769,0.001565221,0.002238149,0.0003233368,0.0002538672,0.000009608591,0.00004157537,0.00002636129,0.0005649655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001322612,"threshold_uncertainty_score":0.004424632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319163264064662,"score_gpt":0.2817189253441699,"score_spread":0.2498025989377037,"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."}}