{"id":"W7117022068","doi":"10.1177/14713012251404533","title":"Developing and Sustaining Dementia Capable Communities: An Analysis of the Current Evidence","year":2025,"lang":"en","type":"article","venue":"Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; Concordia University; Western University; Alzheimer Society of Canada; University of Waterloo; Toronto Metropolitan University","funders":"","keywords":"Dementia; Thriving; Stigma (botany); Government (linguistics); Community development; Focus group; Social stigma","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007407264,0.0001229989,0.0002776275,0.0004251497,0.0002696954,0.00005742694,0.0002250986,0.00002835765,0.0002027698],"category_scores_gemma":[0.00007141144,0.00009312551,0.0001075829,0.001188358,0.0001680164,0.0001671855,0.0003474397,0.0001905501,0.000001289211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005792411,"about_ca_system_score_gemma":0.0003096905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004032401,"about_ca_topic_score_gemma":0.0004302423,"domain_scores_codex":[0.9986382,0.000200193,0.0003257126,0.0001866237,0.0003614727,0.0002878738],"domain_scores_gemma":[0.9989999,0.0001294497,0.00009417681,0.0003937102,0.0003190087,0.00006378068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004145551,0.00009591219,0.9651215,0.0002345941,0.002834801,0.000001423244,0.0006944792,0.000009880979,0.0003455246,0.00220222,0.00009370132,0.02832452],"study_design_scores_gemma":[0.0005498892,0.00009574,0.9804316,0.0005936456,0.006780926,7.637549e-7,0.003698631,0.002756266,0.002119504,0.0002064076,0.00267385,0.00009281507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861702,0.005181445,0.006267206,0.0005875271,0.00009133991,0.0004151887,0.000005363891,0.00002002653,0.001261706],"genre_scores_gemma":[0.9985405,0.0004688652,0.0003984201,0.0003150491,0.00001014063,0.00003656719,0.00002844718,0.000006476876,0.0001954839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02823171,"threshold_uncertainty_score":0.3797548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05881523364238703,"score_gpt":0.3920233785012099,"score_spread":0.3332081448588229,"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."}}