{"id":"W6948650704","doi":"10.48620/89565","title":"Impact of acute hydrocephalus after aneurysmal SAH on longitudinal cognitive outcome- post-hoc analysis of the MoCA-DCI study.","year":2025,"lang":"en","type":"article","venue":"Open Access CRIS of the University of Bern","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrocephalus; Neurocognitive; Neuropsychology; Subarachnoid hemorrhage; Cognition; Montreal Cognitive Assessment; Cognitive decline; Longitudinal study; Cerebrospinal fluid","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009575709,0.0001417039,0.0005612118,0.0002471245,0.0001430381,0.00001796407,0.001283835,0.00004610701,0.0003805512],"category_scores_gemma":[0.0000279922,0.00009036124,0.0005787314,0.001025984,0.000239023,0.0002025348,0.000993248,0.0001229012,0.000002439175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006820201,"about_ca_system_score_gemma":0.0001150405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007077074,"about_ca_topic_score_gemma":0.0009031771,"domain_scores_codex":[0.9990331,0.00009092165,0.000255801,0.0002237999,0.0002769803,0.0001194272],"domain_scores_gemma":[0.9984982,0.00009544851,0.0003542301,0.0005692533,0.0004466174,0.00003625431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004867685,0.001568639,0.9871725,0.00003639875,0.004550458,0.00001883337,0.0007153989,0.00008706062,0.0003746293,0.00004139079,0.00009578813,0.0004711973],"study_design_scores_gemma":[0.001861589,0.0006983335,0.9832926,0.00005741048,0.01217202,0.000002876457,0.0007714941,0.0001665478,0.0008812636,0.00002786004,0.00000320552,0.00006481871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935414,0.00001691653,0.00002709788,0.0009700757,0.00003475267,0.0007947885,0.000364192,0.000004426935,0.004246307],"genre_scores_gemma":[0.9976295,0.000006267902,0.00001510111,0.00007122359,0.000004113785,0.000001282578,0.00001532206,0.000005307916,0.002251936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007621558,"threshold_uncertainty_score":0.9995349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03212628783557254,"score_gpt":0.3642096114836383,"score_spread":0.3320833236480658,"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."}}