{"id":"W2592069611","doi":"10.1007/978-3-319-40232-1_25","title":"Hydrocephalus in the Elderly: Diagnosis of Idiopathic Normal Pressure Hydrocephalus","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Hydrocephalus; Normal pressure hydrocephalus; Shunt (medical); Cerebrospinal fluid; Dementia; Urinary incontinence; Communicating hydrocephalus; Cardiology; Surgery; Internal medicine; Disease","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":[0.0002547292,0.0005792648,0.0005668708,0.0009071602,0.0003506117,0.0006872925,0.0004382962,0.001301001,0.003875888],"category_scores_gemma":[0.001313404,0.0001806243,0.0002551463,0.0004827777,0.0005585752,0.00114438,0.0006992079,0.001386516,0.00187809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003954379,"about_ca_system_score_gemma":0.0007789618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001398286,"about_ca_topic_score_gemma":0.002791647,"domain_scores_codex":[0.9998848,0.00001842602,0.00001550791,0.00001364361,0.00005146337,0.00001603247],"domain_scores_gemma":[0.9997583,0.0001381627,0.00002333533,0.000005893701,0.00004017244,0.00003406641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001609834,0.0001182035,0.008822156,0.001021715,0.00002665653,0.08279234,0.001496536,0.0006948049,0.002334811,0.02899355,0.4357814,0.4377568],"study_design_scores_gemma":[0.00002682612,0.0001317289,0.01301159,0.002118442,0.00003462132,0.3324612,0.001274415,0.0007966733,0.0005890923,0.03423299,0.6152743,0.00004814466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02365228,0.6027724,0.01016615,0.03081903,0.01774846,0.0001107702,0.0004618207,0.0002719646,0.3139971],"genre_scores_gemma":[0.2167853,0.5374043,0.01449262,0.02724674,0.03667306,0.000132793,0.0006459696,0.0001370594,0.1664821],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003875888,"threshold_uncertainty_score":0.0129661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103341751402354,"score_gpt":0.2630700109386371,"score_spread":0.2320365934246136,"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."}}