{"id":"W2914589110","doi":"10.1007/s10072-019-3714-1","title":"Dementia: new vistas and opportunities","year":2019,"lang":"en","type":"review","venue":"Neurological Sciences","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"European Academy of Neurology","keywords":"Dementia; Neurology; Stroke (engine); Medicine; Disease; Etiology; Atrial fibrillation; Alzheimer's disease; Intensive care medicine; Neurosurgery; Neuroscience; Psychiatry; Psychology; Internal medicine","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":[0.002416343,0.00181751,0.004945012,0.006643985,0.0004941184,0.003680706,0.001516209,0.003272003,0.008380683],"category_scores_gemma":[0.003630637,0.0006491894,0.001452552,0.007200589,0.0014143,0.004908078,0.002433283,0.003957694,0.001581408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001842679,"about_ca_system_score_gemma":0.004448462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002777061,"about_ca_topic_score_gemma":0.01041108,"domain_scores_codex":[0.9991629,0.0002360236,0.0001660462,0.0001244876,0.0002279476,0.0000825881],"domain_scores_gemma":[0.9972652,0.001776672,0.0003541245,0.00004559181,0.0003598201,0.0001985103],"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":[0.0003246685,0.00008928579,0.0002978916,0.1218388,0.0006434711,0.0002269653,0.0002163668,0.0003614065,0.0005766553,0.005547642,0.06601521,0.8038617],"study_design_scores_gemma":[0.0001562507,0.000168618,0.001372911,0.06450904,0.001446285,0.0009033736,0.0004386654,0.0001682304,0.00008276014,0.005014633,0.9256746,0.0000646244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001560632,0.9993957,0.00001805296,0.0002652124,0.0001687544,0.000001375244,0.000008059719,0.000002260541,0.0001248916],"genre_scores_gemma":[0.0002037997,0.9988365,0.00006706061,0.0004540665,0.0003235168,0.000003379741,0.00001031104,7.870242e-7,0.0001006683],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008380683,"threshold_uncertainty_score":0.02803618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3183601719258159,"score_gpt":0.4339884767133377,"score_spread":0.1156283047875217,"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."}}