{"id":"W2990804469","doi":"10.3171/2019.9.jns191910","title":"Cognitive outcomes after unruptured intracranial aneurysm treatment with flow diversion","year":2019,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurocognitive; Aneurysm; Cognition; Modalities; Endovascular treatment; Surgery; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009207012,0.0002841826,0.0005463819,0.0006360293,0.0004144832,0.0006469906,0.00030153,0.0002318857,0.0006391256],"category_scores_gemma":[0.003893315,0.00008576904,0.0005981164,0.0005500957,0.0003059518,0.0004066849,0.0005001201,0.0005372009,0.0001024942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004956918,"about_ca_system_score_gemma":0.0005210206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002192035,"about_ca_topic_score_gemma":0.003658471,"domain_scores_codex":[0.9994392,0.0001232436,0.00007803945,0.00006997506,0.0001495969,0.0001399216],"domain_scores_gemma":[0.9972555,0.0004285266,0.001590721,0.0001007305,0.000227404,0.0003970507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001134787,0.0003855912,0.9882787,0.00003239376,0.0002358899,0.0004312315,0.0001949341,0.000150137,0.0002013744,0.0000141721,0.0001473233,0.008793416],"study_design_scores_gemma":[0.00002600172,0.001007711,0.9980586,0.00001059551,0.0000549951,0.0004027511,0.00007636064,0.000123129,0.0001221257,0.0000186068,0.00009283145,0.00000625952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994423,0.0001909025,0.0000299002,0.00002380975,0.000005694777,0.00000661598,0.00007596476,0.000001906609,0.0002228077],"genre_scores_gemma":[0.9995446,0.0001074095,0.00003808281,0.00001921317,0.00001674486,0.000008588564,0.0002051669,5.997063e-7,0.00005961714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002192035,"threshold_uncertainty_score":0.004869163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454391702074682,"score_gpt":0.2487708320536028,"score_spread":0.234226915032856,"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."}}