{"id":"W7116931977","doi":"10.1002/alz70860_102298","title":"Prevention and risk reduction in Canadian dementia strategies: a scoping review","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dementia; Accountability; Order (exchange); Key (lock); Reduction (mathematics); Risk assessment; Focus (optics); Risk management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03516196,0.002552164,0.006295177,0.03727487,0.004322442,0.009921901,0.004724544,0.003563437,0.004705319],"category_scores_gemma":[0.1113283,0.001593372,0.00553439,0.05347094,0.002868027,0.004352729,0.004039752,0.002896454,0.000503473],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08567342,"about_ca_system_score_gemma":0.2911783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7676691,"about_ca_topic_score_gemma":0.8579913,"domain_scores_codex":[0.9797683,0.004803908,0.005831691,0.001049973,0.007360304,0.001185778],"domain_scores_gemma":[0.9244692,0.03978598,0.006454382,0.001043072,0.02659981,0.001647508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001572218,0.00005232563,0.001562869,0.7066513,0.001638371,0.0001572776,0.002412965,0.0004744012,0.0001224856,0.003205913,0.01803213,0.2655328],"study_design_scores_gemma":[0.00006444415,0.00003380045,0.003172638,0.9253447,0.004602303,0.000100769,0.0009516325,0.0001506559,0.00009350404,0.000491594,0.06494787,0.00004606938],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004564273,0.9941629,0.0001885803,0.00191417,0.0002846688,0.0005177427,0.0005307338,0.00001524567,0.001929547],"genre_scores_gemma":[0.007437841,0.9889186,0.001511374,0.0007557903,0.00007167736,0.0006230286,0.0004514767,0.000008442924,0.0002217453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9143265,"threshold_uncertainty_score":0.6216071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02620882693959701,"score_gpt":0.359992748885319,"score_spread":0.333783921945722,"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."}}