{"id":"W4316467627","doi":"10.1177/14713012231151723","title":"<i>Dementia Without Borders</i> : Building community connections to reduce stigma and foster inclusion","year":2023,"lang":"en","type":"article","venue":"Dementia","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Stigma (botany); Dementia; Inclusion (mineral); Public relations; Sociology; Psychology; Gender studies; Political science; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001849189,0.0001983089,0.0002358193,0.0002333276,0.00694665,0.00001840681,0.0002266567,0.0001152132,0.0004009268],"category_scores_gemma":[0.00005789238,0.0001944369,0.00003868431,0.0005187638,0.00004111389,0.0001747363,0.002167254,0.0005929762,0.0004714018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076088,"about_ca_system_score_gemma":0.0001065221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563032,"about_ca_topic_score_gemma":0.001278258,"domain_scores_codex":[0.9971483,0.0008389009,0.0006107772,0.0003015221,0.0003464401,0.0007540208],"domain_scores_gemma":[0.9985808,0.0003140229,0.0001703991,0.0004238469,0.0001062931,0.0004046932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004092552,0.0004787236,0.7129563,0.002894634,0.0004215437,0.000007795487,0.046833,0.00006034866,0.02687257,0.003698858,0.1751684,0.03019856],"study_design_scores_gemma":[0.004683135,0.00105167,0.09365465,0.00204443,0.0003583506,0.000002143089,0.01968161,0.0007659556,0.00343274,0.003447802,0.8700954,0.0007820888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891543,0.0002647045,0.0005966321,0.002967445,0.001530823,0.001778562,0.00008114878,0.0002624122,0.00336399],"genre_scores_gemma":[0.9860576,0.00008212789,0.0009348366,0.01137333,0.0001356783,0.0003839701,0.0003402354,0.00003444644,0.000657714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.694927,"threshold_uncertainty_score":0.9943461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1983714167420704,"score_gpt":0.459399579675066,"score_spread":0.2610281629329956,"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."}}