{"id":"W4280622902","doi":"10.1177/14713012221090032","title":"Assessment tools for measurement of dementia-friendliness of a community: A scoping review","year":2022,"lang":"en","type":"review","venue":"Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; University of Waterloo; McMaster University","funders":"","keywords":"CINAHL; Dementia; PsycINFO; Grey literature; MEDLINE; Strengths and weaknesses; Systematic review; Psychology; Medicine; Nursing; Applied psychology; Psychological intervention; Political science; Social psychology","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":[0.09741706,0.00285884,0.008687275,0.05874434,0.00308134,0.01006428,0.005561443,0.004928512,0.004361577],"category_scores_gemma":[0.3020378,0.002106936,0.01009825,0.04881949,0.003807537,0.01154616,0.006397031,0.003659598,0.0008643566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01294556,"about_ca_system_score_gemma":0.04645795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01712189,"about_ca_topic_score_gemma":0.02889703,"domain_scores_codex":[0.9197347,0.02974443,0.02981337,0.002964265,0.01679822,0.0009451326],"domain_scores_gemma":[0.6942236,0.229225,0.03287906,0.004842271,0.03754498,0.001285198],"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":[0.00009039278,0.000059192,0.001871911,0.7461892,0.001902199,0.0001085098,0.002503693,0.0003236979,0.0001085646,0.003131536,0.006323219,0.2373879],"study_design_scores_gemma":[0.00002257788,0.00004316119,0.001298426,0.9770921,0.002676977,0.00009211954,0.001049661,0.0001237249,0.00006956765,0.0007129939,0.01678497,0.00003382186],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001003958,0.9892681,0.002155968,0.001455429,0.0005110196,0.00321912,0.0006924042,0.00003406588,0.001659956],"genre_scores_gemma":[0.01488208,0.9645452,0.009557228,0.0007018998,0.0001565571,0.009176641,0.0007029977,0.00002244593,0.0002549413],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09741706,"threshold_uncertainty_score":0.5151968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3076417381308769,"score_gpt":0.489215788921347,"score_spread":0.1815740507904701,"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."}}