{"id":"W4407911857","doi":"10.1007/s00415-025-12970-z","title":"Familial vs sporadic normal pressure hydrocephalus: a comparative study","year":2025,"lang":"en","type":"article","venue":"Journal of Neurology","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Brain Institute; University Health Network; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Neuroradiology; Normal pressure hydrocephalus; Neurology; Hydrocephalus; Medicine; Pediatrics; Pathology; Radiology; Dementia; Disease; Psychiatry","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":[0.000649523,0.000494806,0.0006653792,0.002199798,0.0008984901,0.000579292,0.0004786733,0.0006961477,0.006226441],"category_scores_gemma":[0.002855334,0.0002344653,0.0004041564,0.00129718,0.001047191,0.000586792,0.0006674763,0.0002312344,0.0004572033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354757,"about_ca_system_score_gemma":0.00022593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002315388,"about_ca_topic_score_gemma":0.001675917,"domain_scores_codex":[0.9996818,0.0001026074,0.00003242778,0.00008222066,0.00003484295,0.00006610656],"domain_scores_gemma":[0.9990128,0.0005859189,0.0001176992,0.00007453657,0.00006965976,0.0001393504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02547003,0.003132166,0.7241755,0.0004164175,0.0008062785,0.1320486,0.01594421,0.0003800908,0.06192697,0.003133178,0.0008474169,0.03171931],"study_design_scores_gemma":[0.0002984469,0.005685302,0.9129188,0.00005280283,0.0003211727,0.07076043,0.005963034,0.0004147509,0.001518474,0.0008153471,0.001205918,0.00004560858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991512,0.0001150275,0.0000357944,0.000007540804,0.000003216081,0.000003332768,0.0000523184,0.000001964939,0.0006294725],"genre_scores_gemma":[0.999476,0.0001244454,0.00005417993,0.00001118178,0.000009870569,0.000004219748,0.00006118204,0.000003871214,0.0002551316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006226441,"threshold_uncertainty_score":0.02082956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710728271171088,"score_gpt":0.3061406630434417,"score_spread":0.2790333803317309,"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."}}