{"id":"W3025256730","doi":"10.1097/01.gox.0000667152.82744.b8","title":"Abstract 22: How Are We Doing At Treating Arteriovenous Malformations?","year":2020,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Stage (stratigraphy); Embolization; Surgery; Arteriovenous malformation; Trunk; Cohort; Demographics; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008693023,0.0007713931,0.0007811547,0.002339226,0.002077633,0.006013783,0.00247086,0.004728035,0.01088509],"category_scores_gemma":[0.03697373,0.0003610253,0.0009300737,0.001326376,0.002545036,0.007835496,0.002256977,0.006355679,0.005456215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002133355,"about_ca_system_score_gemma":0.007116748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003947727,"about_ca_topic_score_gemma":0.005685942,"domain_scores_codex":[0.993806,0.002507459,0.0008232378,0.0006343208,0.001691007,0.0005379141],"domain_scores_gemma":[0.9671028,0.005967176,0.003025414,0.001111971,0.01352699,0.009265752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001173248,0.0004724309,0.02104523,0.002323776,0.0001120068,0.001435932,0.001874203,0.0004323396,0.0006548423,0.002443932,0.3289809,0.6401072],"study_design_scores_gemma":[0.0002140387,0.0009521793,0.05120651,0.02887389,0.0003575408,0.0185476,0.02856442,0.0009256139,0.0009252593,0.03026638,0.8388225,0.0003441061],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0130243,0.1556694,0.008966124,0.7609103,0.03198908,0.0002757615,0.0002618927,0.0006037738,0.02829946],"genre_scores_gemma":[0.139118,0.4251658,0.04766845,0.2904027,0.07477722,0.0006935988,0.00086985,0.0006706213,0.0206338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01088509,"threshold_uncertainty_score":0.04597366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04034245576836274,"score_gpt":0.2665710802267456,"score_spread":0.2262286244583828,"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."}}