{"id":"W4295182201","doi":"10.3233/jad-220382","title":"Dementia Risk Reduction in Primary Care: A Scoping Review of Clinical Guidelines Using a Behavioral Specificity Framework","year":2022,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"New South Wales Government; Medical Research Council; NSW Ministry of Health; Cancer Council NSW; National Health and Medical Research Council; National Heart Foundation of Australia","keywords":"Dementia; Context (archaeology); Primary care; Medicine; Psychology; Nursing; Family medicine; Disease; Pathology","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":[0.06459976,0.00201781,0.006463854,0.03314865,0.002286475,0.007472121,0.004727734,0.004640723,0.00266558],"category_scores_gemma":[0.2117067,0.002145673,0.007682146,0.03348359,0.003132981,0.006369329,0.004733068,0.003738467,0.0004786012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01446005,"about_ca_system_score_gemma":0.05643585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02694845,"about_ca_topic_score_gemma":0.06391381,"domain_scores_codex":[0.9274585,0.03405114,0.02522538,0.002359674,0.009988786,0.0009164713],"domain_scores_gemma":[0.8166943,0.1452516,0.01559368,0.002707783,0.01885291,0.0008997376],"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":[0.00008751822,0.00005191571,0.001150989,0.7805828,0.001833918,0.0001735527,0.004418936,0.0005170486,0.0001570769,0.00480787,0.005935738,0.2002825],"study_design_scores_gemma":[0.0000283218,0.00004151224,0.0009826979,0.9744897,0.002787612,0.00009225858,0.0008828001,0.0001129916,0.00006750536,0.0008175751,0.01967686,0.00002019417],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001138611,0.9897189,0.001964338,0.002886803,0.000486335,0.001844665,0.0003601624,0.0000264436,0.001573747],"genre_scores_gemma":[0.01743547,0.9633864,0.01169574,0.001624715,0.0001515596,0.004993873,0.0004871635,0.00001794381,0.000207112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06459976,"threshold_uncertainty_score":0.3416403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3454134072592117,"score_gpt":0.5511657713854207,"score_spread":0.205752364126209,"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."}}