{"id":"W2001522493","doi":"10.1159/000120775","title":"Neonatal Superficial Cerebral Arteriovenous Malformations","year":2008,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Embolization; Arteriovenous malformation; Intracranial Arteriovenous Malformations; Surgery; Lesion; Radiology; Ischemia; Cerebral angiography; Angiography; Cardiology","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":[0.0003393383,0.0003339664,0.0003296571,0.0006470911,0.00026483,0.0002706074,0.0001485378,0.0002938297,0.0005275448],"category_scores_gemma":[0.003229768,0.00007679511,0.0001756675,0.0002346603,0.000336688,0.0001716858,0.0002594379,0.0003638685,0.0001350257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003225862,"about_ca_system_score_gemma":0.0003277886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000814818,"about_ca_topic_score_gemma":0.001105407,"domain_scores_codex":[0.9997436,0.00007632677,0.00003470152,0.00002625245,0.00005824821,0.00006082539],"domain_scores_gemma":[0.9991745,0.0003278136,0.0002509728,0.00004423483,0.00006706412,0.0001353504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0005656118,0.0001287388,0.5931744,0.000182473,0.0000373081,0.2556928,0.0006052086,0.000681324,0.01391493,0.0005976046,0.0005356888,0.1338839],"study_design_scores_gemma":[0.00002988202,0.001023668,0.3156263,0.0001968878,0.00007915475,0.6649792,0.000506803,0.0007941936,0.01404511,0.0006455172,0.002039754,0.00003342213],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942461,0.002740818,0.001101242,0.00007695894,0.00002432757,0.00001085552,0.00004061342,0.00004265299,0.001716623],"genre_scores_gemma":[0.9973573,0.001321535,0.0009562929,0.00006287272,0.00003499577,0.00001446145,0.00005441715,0.000009317404,0.0001888457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000814818,"threshold_uncertainty_score":0.002340496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163370648133285,"score_gpt":0.2273741437061596,"score_spread":0.2057404372248268,"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."}}