{"id":"W4402588836","doi":"10.1177/14713012241284691","title":"Safer dementia care spaces: Perspectives from LGBTQ+ people with cognitive impairment and caregivers","year":2024,"lang":"en","type":"article","venue":"Dementia","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Ottawa","funders":"Alzheimer's Society","keywords":"Dementia; SAFER; Cognitive impairment; Psychology; Cognition; Gerontology; Medicine; Psychiatry; Disease; Computer security","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009520556,0.0002730589,0.0002436692,0.00019055,0.0002640817,0.0002344028,0.0001325221,0.0001136525,0.003560586],"category_scores_gemma":[0.000006714328,0.0002423922,0.00008261608,0.000246279,0.0001467097,0.000196932,0.00008614984,0.000227084,0.0004800945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060869,"about_ca_system_score_gemma":0.0001288142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02570172,"about_ca_topic_score_gemma":0.0106223,"domain_scores_codex":[0.998218,0.0001318515,0.0002042309,0.0006974625,0.0002604481,0.0004880101],"domain_scores_gemma":[0.9992682,0.00009883932,0.00006355596,0.0002557485,0.0001237498,0.0001899315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003155378,0.0002214139,0.6575951,0.0007770813,0.004747212,0.000229169,0.2921661,0.000001707489,0.00003144069,0.006457057,0.03187362,0.005584572],"study_design_scores_gemma":[0.002371062,0.0006603798,0.8141369,0.0001509489,0.003132932,0.00002407105,0.1631767,0.00001324919,0.00001933069,0.000339231,0.01544531,0.0005299186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083098,0.06183496,0.0001963487,0.001007574,0.0009361452,0.0005746351,0.0004192451,0.0001658845,0.0265554],"genre_scores_gemma":[0.9968571,0.0006163155,0.0001113578,0.0001591012,0.0004006393,0.0000865784,0.0001485282,0.00004923254,0.001571113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1565418,"threshold_uncertainty_score":0.9973503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086378724057952,"score_gpt":0.3048405428739799,"score_spread":0.2939767556334004,"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."}}