{"id":"W2993104252","doi":"10.1007/s10072-019-04159-w","title":"Screening tools for early neuropsychological impairment after aneurysmal subarachnoid hemorrhage","year":2019,"lang":"en","type":"article","venue":"Neurological Sciences","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Helsingin Yliopiston Tiedesäätiö; Helsingin Yliopisto","keywords":"Neuropsychology; Neurosurgery; Neurology; Subarachnoid hemorrhage; Neuropsychological test; Modified Rankin Scale; Montreal Cognitive Assessment; Medicine; Neuroradiology; Rehabilitation; Neuropsychological assessment; Neurorehabilitation; Physical therapy; Physical medicine and rehabilitation; Cognition; Psychology; Cognitive impairment; Psychiatry; Surgery","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":[0.001380537,0.0004795155,0.000393425,0.002735949,0.0002613321,0.0004571762,0.0004025061,0.0003630368,0.00116291],"category_scores_gemma":[0.007364626,0.000112249,0.0002914367,0.0009899229,0.0003486408,0.0004721766,0.00058117,0.0003759608,0.0002626221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250171,"about_ca_system_score_gemma":0.0004451923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099068,"about_ca_topic_score_gemma":0.001636371,"domain_scores_codex":[0.999094,0.0003275627,0.0001789556,0.00006591363,0.0002140369,0.0001195478],"domain_scores_gemma":[0.9952065,0.001620347,0.002008313,0.0001118939,0.0006312312,0.0004216043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001505434,0.00006485386,0.9929537,0.00003932216,0.00002388661,0.0001886173,0.00008223133,0.0000441112,0.0001858889,0.000008574407,0.0001126428,0.006145565],"study_design_scores_gemma":[0.00001568445,0.0002912933,0.9975712,0.00002658382,0.00002102484,0.001110384,0.0001456277,0.0002304137,0.0003922358,0.00003609808,0.0001524486,0.000006958959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986155,0.0004584882,0.0001469463,0.00004053403,0.000009319091,0.00004000204,0.0001808743,0.000007984051,0.0005002975],"genre_scores_gemma":[0.999172,0.0001344522,0.0003790584,0.00001782112,0.0000134787,0.00002686322,0.0001847315,7.285091e-7,0.00007102927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002735949,"threshold_uncertainty_score":0.007301033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345091957415041,"score_gpt":0.2868959826533061,"score_spread":0.2523867869118021,"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."}}