{"id":"W2086020608","doi":"10.1159/000121140","title":"Choices in the 1990s for the Management of Pediatric Cerebral Arteriovenous Malformations","year":2008,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Arteriovenous malformation; Radiosurgery; Embolization; Lesion; Stroke (engine); Pediatrics; Epilepsy; Surgery; Radiation therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003440542,0.0001392996,0.0002242076,0.0002321223,0.0002346874,0.00001754631,0.0001538702,0.00003550867,0.00002246385],"category_scores_gemma":[0.00003390223,0.00007926302,0.0002677045,0.0007027112,0.00003230009,0.000129927,0.00003283358,0.000108903,0.00002130887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002274926,"about_ca_system_score_gemma":0.0000514882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002276911,"about_ca_topic_score_gemma":0.00000283868,"domain_scores_codex":[0.998736,0.0000421658,0.0004803075,0.0001544229,0.0003350296,0.0002520483],"domain_scores_gemma":[0.9987936,0.000526075,0.0001767186,0.0004136309,0.00004952559,0.00004043949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006003568,0.001541424,0.9804221,0.0006563602,0.000137606,0.0001162325,0.0009620825,0.000262839,0.000001279177,0.0005658016,0.01243126,0.002842923],"study_design_scores_gemma":[0.001153521,0.0001238496,0.9914126,0.000008366791,0.0006995302,0.0001409112,0.0001480853,0.0002355863,0.00001090145,0.00003036024,0.005945087,0.00009123463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939674,0.002299932,0.0001593052,0.001368089,0.000290115,0.001302492,0.00003055296,0.00002629103,0.0005557986],"genre_scores_gemma":[0.9878221,0.01036538,0.0002242867,0.0005140229,0.0003986923,0.0005491017,0.00003101215,0.00001466545,0.00008074188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01099041,"threshold_uncertainty_score":0.3232252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03620228535081499,"score_gpt":0.260701128208486,"score_spread":0.224498842857671,"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."}}