{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001154783,0.00007578014,0.0001476352,0.00008401767,0.00003882742,0.000006216821,0.00003356071,0.00004181917,0.001478814],"category_scores_gemma":[0.0002220269,0.00006325381,0.0002554094,0.00007138156,0.00004042022,0.00003811744,0.000009800959,0.00008112862,0.0003652684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003048535,"about_ca_system_score_gemma":0.00002735707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002453044,"about_ca_topic_score_gemma":0.000002165792,"domain_scores_codex":[0.999361,0.0000997021,0.0001915289,0.0001416018,0.00008064536,0.0001254803],"domain_scores_gemma":[0.9996336,0.00007248129,0.000037907,0.0001500378,0.00004408769,0.00006192798],"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":[0.00008240984,0.003168398,0.2723066,0.0001036332,0.0007349122,0.0003912765,0.00007297268,0.00005980715,0.001003423,0.6395516,0.07785819,0.004666714],"study_design_scores_gemma":[0.003249975,0.001690866,0.5351065,0.00006235217,0.0001099912,0.004590267,0.00002123226,0.00008584381,0.001365826,0.004875235,0.4486916,0.0001502457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704025,0.0005768086,0.001275653,0.008168506,0.0004081817,0.0002475331,0.000008997406,0.00005904619,0.01885278],"genre_scores_gemma":[0.996124,0.00001302527,0.0005928301,0.001891992,0.0000336562,0.00004372471,0.00004592007,0.000008686106,0.001246171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6346764,"threshold_uncertainty_score":0.999434,"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."}}