{"id":"W2262888875","doi":"10.1007/s00381-016-3035-0","title":"Pediatric spinal arteriovenous malformations and fistulas: a single institute’s experience","year":2016,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ministry of Health, British Columbia","keywords":"Medicine; Neurosurgery; Arteriovenous fistula; Arteriovenous malformation; Intracranial Arteriovenous Malformations; Surgery; Radiology; Cerebral angiography; Angiography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006774739,0.0001512733,0.0002418031,0.0001285005,0.0002454315,0.00004157364,0.00005979929,0.0000572231,0.00001554967],"category_scores_gemma":[0.00002203877,0.00009443244,0.00009113414,0.0001322802,0.00005449763,0.0003032255,0.00003745535,0.00004658642,0.0001439053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001895092,"about_ca_system_score_gemma":0.00003897465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002691105,"about_ca_topic_score_gemma":0.00001307576,"domain_scores_codex":[0.9990612,0.00001973077,0.0003082832,0.0002012272,0.0001930876,0.000216523],"domain_scores_gemma":[0.9993569,0.00001251116,0.00009400257,0.0003279885,0.00005775672,0.0001508897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005831634,0.007992952,0.5687545,0.01056998,0.001393156,0.001901002,0.02405839,0.00006946632,0.002446663,0.06330976,0.005458199,0.3134628],"study_design_scores_gemma":[0.00800957,0.002292443,0.9236055,0.003596553,0.0007171912,0.0115831,0.002387381,0.0002238103,0.00115768,0.00002930332,0.04563636,0.0007610808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892857,0.001235453,0.001324057,0.0008625315,0.0002235641,0.0005078618,0.00001663116,0.0001451949,0.00639898],"genre_scores_gemma":[0.9989656,0.0001375849,0.0002802381,0.0001268491,0.0002154029,0.0001439963,0.00001342891,0.00001347304,0.0001034829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.354851,"threshold_uncertainty_score":0.3850843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581628734652371,"score_gpt":0.2304417844473768,"score_spread":0.2146254971008531,"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."}}