{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008092527,0.0001707451,0.0002786151,0.0002847626,0.000294037,0.00002111011,0.00005621515,0.00006390913,0.0002659665],"category_scores_gemma":[0.00008292071,0.0001520957,0.0002804693,0.0004089703,0.00003888351,0.0002616234,0.00003497813,0.0001533852,0.0005471773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004607512,"about_ca_system_score_gemma":0.0001728776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001800253,"about_ca_topic_score_gemma":0.000001541282,"domain_scores_codex":[0.998723,0.00002920681,0.0003891523,0.0002065863,0.0003350211,0.0003169925],"domain_scores_gemma":[0.9992749,0.00008552322,0.00007673648,0.0003094806,0.0000733624,0.0001799658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004437868,0.0007374808,0.9774863,0.00006270625,0.00004500683,0.0008063519,0.0004385085,0.00003250967,0.0000220932,0.000136115,0.01724409,0.002944526],"study_design_scores_gemma":[0.001320262,0.0002185373,0.9758749,0.000006633992,0.0002298677,0.003711015,0.00003419226,0.0002277215,0.0002513342,0.00001844138,0.01787154,0.0002355422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966154,0.0004494327,0.0001235795,0.0007070976,0.0005084976,0.0002902985,0.00003473723,0.0001498106,0.001121191],"genre_scores_gemma":[0.9970088,0.0008447299,0.0002351146,0.0007940903,0.000695983,0.00006268603,0.0001157417,0.00002552215,0.0002173312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002904663,"threshold_uncertainty_score":0.703304,"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."}}