{"id":"W4392756970","doi":"10.1186/s12987-024-00522-y","title":"Freezing of gait in idiopathic normal pressure hydrocephalus","year":2024,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Hyperintensity; Internal medicine; Neurology; Cohort; Dementia; Gait; Tinetti test; Normal pressure hydrocephalus; Cardiology; Disease; Magnetic resonance imaging; Physical therapy; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002748662,0.0001288831,0.0002269417,0.00009998246,0.00008960619,0.00003161104,0.0003324869,0.00007567904,0.00008507758],"category_scores_gemma":[0.0003022775,0.00009076579,0.0001058565,0.000384478,0.0002720035,0.0001616086,0.0001914256,0.000216522,0.000003595331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001204057,"about_ca_system_score_gemma":0.00009222381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009795625,"about_ca_topic_score_gemma":0.00001666068,"domain_scores_codex":[0.998872,0.00006733606,0.0002933258,0.0002786898,0.0002641409,0.0002244956],"domain_scores_gemma":[0.999561,0.00006227184,0.00004211919,0.0002357063,0.0000166165,0.00008230661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000420971,0.00001998749,0.003504228,0.0003981063,0.00001012496,0.00001330417,0.001281695,0.0001053986,0.986633,0.006716038,0.0003827894,0.0008932358],"study_design_scores_gemma":[0.0005205576,0.0002449274,0.004300144,0.0008107809,0.00007820041,0.00006632326,0.0001706098,0.02279391,0.9625748,0.002584843,0.005613878,0.000241023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898809,0.006032661,0.00002960482,0.0003543592,0.0004453381,0.0001453771,0.0000479099,0.00002880721,0.003035036],"genre_scores_gemma":[0.9990657,0.000182688,0.00001130703,0.0001234285,0.00005985281,0.000004272687,2.547529e-7,0.0000151741,0.0005373178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02405819,"threshold_uncertainty_score":0.3701321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105090096188903,"score_gpt":0.2357778318810613,"score_spread":0.2247269309191723,"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."}}