{"id":"W2127226841","doi":"10.1159/000364914","title":"The Neurosurgical Treatment of Alzheimer's Disease: A Review","year":2014,"lang":"en","type":"review","venue":"Stereotactic and Functional Neurosurgery","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Disease; Clinical trial; Intensive care medicine; Deep brain stimulation; Neurosurgery; Neuroscience; Surgery; Pathology; Psychology; Parkinson's 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":[0.0006895419,0.0009259401,0.001724533,0.005167873,0.0003765339,0.0009602212,0.0009535526,0.0009650886,0.002877448],"category_scores_gemma":[0.001545727,0.0003134556,0.0009154563,0.005315817,0.0004205902,0.001084759,0.0004867991,0.0007773263,0.0006982493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006545447,"about_ca_system_score_gemma":0.00213854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002328916,"about_ca_topic_score_gemma":0.004213805,"domain_scores_codex":[0.9996729,0.00006299243,0.0001009063,0.00004384849,0.0001000413,0.00001939729],"domain_scores_gemma":[0.9991071,0.0005391173,0.0001631038,0.00001278615,0.0001446131,0.00003334394],"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":[0.00008706962,0.00006467719,0.0003516225,0.1440962,0.000373416,0.000410334,0.000141675,0.0002377255,0.0006195988,0.001020868,0.01840462,0.8341922],"study_design_scores_gemma":[0.00007436728,0.0003202241,0.00435818,0.130513,0.002479899,0.006494025,0.0004243811,0.0002105336,0.0006931763,0.001915041,0.8524594,0.00005778102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007816215,0.9995645,0.00002310987,0.00005819213,0.0000471141,0.000004172305,0.000009595417,0.000001663206,0.0002135546],"genre_scores_gemma":[0.0003358398,0.9994448,0.00007460343,0.00004153696,0.00003691226,0.00000386813,0.000009627549,3.399327e-7,0.00005256155],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005167873,"threshold_uncertainty_score":0.009626031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08368115423006905,"score_gpt":0.320116400630136,"score_spread":0.2364352464000669,"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."}}