{"id":"W2966489167","doi":"10.1161/strokeaha.119.026211","title":"Stereotactic Radiosurgery for Unruptured Versus Ruptured Pediatric Brain Arteriovenous Malformations","year":2019,"lang":"en","type":"article","venue":"Stroke","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Radiosurgery; Arteriovenous malformation; Retrospective cohort study; Nuclear medicine; Intracranial Arteriovenous Malformations; Cohort; Confidence interval; Odds ratio; Radiology; Surgery; Radiation therapy; Cerebral angiography; Angiography; 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":[0.0009392397,0.0001441007,0.0002408818,0.0007757709,0.0002442135,0.0003978707,0.0003181102,0.0001614831,0.001006634],"category_scores_gemma":[0.004150686,0.0001184206,0.0005243904,0.0007127519,0.0004012478,0.0003369178,0.0003098554,0.0002946187,0.00009711198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004644244,"about_ca_system_score_gemma":0.0005817636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002039203,"about_ca_topic_score_gemma":0.004028275,"domain_scores_codex":[0.999324,0.0001234222,0.0001104687,0.0001540449,0.0002009424,0.00008718835],"domain_scores_gemma":[0.9959883,0.000777836,0.002680268,0.0001984904,0.0001298112,0.0002253545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001519983,0.00001351392,0.9954267,0.00001531497,0.00007323691,0.0002842917,0.00003894943,0.00008467426,0.0001382627,0.00004224132,0.00009536193,0.003635495],"study_design_scores_gemma":[0.00001805187,0.0002849466,0.9931713,0.00002505329,0.000103024,0.004918988,0.0001111519,0.0003869441,0.0004520581,0.00009900305,0.0004240839,0.000005315299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988319,0.000539789,0.0001192872,0.00001985938,0.000005334756,0.000006305091,0.0002613274,0.00000257999,0.0002135436],"genre_scores_gemma":[0.9988845,0.0004745198,0.0001503604,0.0000158899,0.0000139681,0.000009150254,0.0003978021,0.000003100435,0.00005087702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002039203,"threshold_uncertainty_score":0.004967213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798676427301143,"score_gpt":0.2698685056197938,"score_spread":0.2518817413467823,"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."}}