{"id":"W2135628355","doi":"10.1136/jnnp.2008.152710","title":"Management and clinical outcome of posterior fossa arteriovenous malformations: report on a single-centre 15-year experience","year":2008,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; University of Toronto; Sunnybrook Hospital; Toronto Western Hospital","funders":"","keywords":"Medicine; Presentation (obstetrics); Posterior fossa; Arteriovenous malformation; Modified Rankin Scale; Surgery; Intracranial Arteriovenous Malformations; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003227104,0.0001863277,0.0006461642,0.0003339941,0.0001043347,0.00001255782,0.00009322634,0.0001036031,0.00003566079],"category_scores_gemma":[0.0001354614,0.0001486187,0.0004462998,0.0001675119,0.000166178,0.0001753969,0.00004774197,0.0003328915,0.000009855634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001498661,"about_ca_system_score_gemma":0.0000625972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001027902,"about_ca_topic_score_gemma":0.000001216704,"domain_scores_codex":[0.9972768,0.0001370486,0.001770778,0.000230899,0.0003654133,0.0002190509],"domain_scores_gemma":[0.9980691,0.0001450051,0.001065243,0.0004078122,0.0001368745,0.0001759584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006650571,0.002370551,0.9898031,0.00006075278,0.0001708068,0.004288706,0.0001368191,0.00000834364,0.00002695381,0.00003959781,0.001451248,0.0009781111],"study_design_scores_gemma":[0.002019558,0.002912388,0.9582428,0.000087548,0.000216116,0.03272073,0.0000767973,0.00001295026,0.00002787684,0.00002150928,0.003570287,0.00009148472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990485,0.0002483341,0.00001945767,0.006779344,0.001879411,0.0002891844,0.000004568642,0.00001539214,0.0002793785],"genre_scores_gemma":[0.9943462,0.0004857363,0.000905195,0.004032998,0.0001400855,0.00000603185,0.000003396462,0.00001969897,0.00006066554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0315603,"threshold_uncertainty_score":0.6060495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04198570709568625,"score_gpt":0.3084562199395639,"score_spread":0.2664705128438777,"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."}}