{"id":"W3040227356","doi":"10.1093/neuros/nyaa280","title":"Visual Field Defect Before and After Endovascular Treatment of Occipital Arteriovenous Malformations","year":2020,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Embolization; Radiosurgery; Occipital lobe; Arteriovenous malformation; Intracranial Arteriovenous Malformations; Modified Rankin Scale; Surgery; Visual field; Radiology; Cerebral angiography; Angiography; Radiation therapy; Ophthalmology; 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":[0.000563876,0.0002220453,0.0003891528,0.00110247,0.0003609988,0.0005098736,0.0003139943,0.0003132823,0.001207385],"category_scores_gemma":[0.002925145,0.0001335488,0.0004455324,0.0005268179,0.0004927313,0.0003902858,0.000311646,0.0004574966,0.0001489384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005735622,"about_ca_system_score_gemma":0.0004118587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002153586,"about_ca_topic_score_gemma":0.001873758,"domain_scores_codex":[0.9995678,0.00006118433,0.0000497921,0.00006441752,0.0001174425,0.0001393417],"domain_scores_gemma":[0.9978465,0.0006673089,0.0008837086,0.0001285818,0.0001571055,0.0003168479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000980748,0.0001862518,0.9686628,0.00003958752,0.00008382268,0.02055185,0.0002694944,0.0001419926,0.001181838,0.00003638878,0.0001167143,0.007748436],"study_design_scores_gemma":[0.00002787971,0.0007490641,0.9603327,0.00001127279,0.00003962955,0.03776501,0.0001938296,0.0001455969,0.0005064189,0.00003751706,0.0001798298,0.00001132344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992781,0.0002080233,0.00004987599,0.00001364941,0.000003670566,0.000006177825,0.00004610589,0.000002293799,0.0003920391],"genre_scores_gemma":[0.9998323,0.00004949084,0.00001619488,0.000007593127,0.000005406015,0.00000168091,0.00004390654,7.077676e-7,0.00004277009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002153586,"threshold_uncertainty_score":0.004282057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125184535418771,"score_gpt":0.2416194812789337,"score_spread":0.2291010277370565,"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."}}