{"id":"W2574319704","doi":"10.1177/15910199030090s220","title":"Brain AVM","year":2003,"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; University Health Network","funders":"","keywords":"Medicine; Intracranial Arteriovenous Malformations; Arteriovenous malformation; Presentation (obstetrics); Radiology; Cerebral angiography; Angiography","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":[0.0001524069,0.0003908095,0.0003215101,0.001058196,0.0004729996,0.0007392351,0.0002987151,0.0006121814,0.004204288],"category_scores_gemma":[0.00240903,0.00009196126,0.0001862597,0.0007165584,0.0005769022,0.0005650879,0.0004293951,0.0009428059,0.001385582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003331927,"about_ca_system_score_gemma":0.000349505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089042,"about_ca_topic_score_gemma":0.0009106324,"domain_scores_codex":[0.9998071,0.0000217126,0.00001746657,0.00004608984,0.00006164626,0.000045971],"domain_scores_gemma":[0.9994129,0.0001368554,0.000200933,0.00007592625,0.0000866942,0.00008659611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0007564906,0.0002722184,0.123699,0.0006653208,0.0002295793,0.4251353,0.0005615827,0.0006810907,0.04968515,0.01256891,0.01166221,0.3740832],"study_design_scores_gemma":[0.00003240275,0.0001176469,0.03991549,0.0001038827,0.00003405444,0.9341277,0.0001729364,0.0005309659,0.00487669,0.005464387,0.01460457,0.00001915542],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8339081,0.02678844,0.01988443,0.002658965,0.0007683342,0.0001636878,0.001061348,0.0008076992,0.113959],"genre_scores_gemma":[0.9886967,0.003506379,0.001852301,0.0008046858,0.0003882027,0.00003647249,0.0002934844,0.00005298332,0.004368814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004204288,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02738704444151568,"score_gpt":0.3068524448751038,"score_spread":0.2794654004335881,"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."}}