{"id":"W3149409485","doi":"10.1332/policypress/9781447352563.003.0008","title":"An age-friendly city? LGBTQ and frail older adults","year":2021,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Healthy aging; Aging in place; Social capital; Diversity (politics); Population; Psychology; Sociology; Medicine; Social science; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000230687,0.0005992385,0.0009070101,0.0001996405,0.000948036,0.00007582556,0.0003965354,0.001304536,0.0003923774],"category_scores_gemma":[0.00009339591,0.0006037026,0.0001932141,0.00001278352,0.0003083786,0.00009967465,0.0004239708,0.00164283,0.00004529812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001454527,"about_ca_system_score_gemma":0.0005761486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01400731,"about_ca_topic_score_gemma":0.002839863,"domain_scores_codex":[0.99693,0.0002602336,0.0006859901,0.0008389549,0.0004514733,0.0008333152],"domain_scores_gemma":[0.9975769,0.0002532038,0.0004412562,0.0009024226,0.000314237,0.0005119902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007993617,0.00004070742,0.0002649719,0.001674641,0.0002909277,0.000265738,0.2220513,1.310117e-7,0.00001217775,0.7255054,0.01956685,0.03024723],"study_design_scores_gemma":[0.001200911,0.00009743022,0.0005248609,0.002421676,0.0001732024,0.000004499396,0.003971738,0.000005459948,0.00002847165,0.01683884,0.973824,0.0009089222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002956679,0.002458265,0.00004045361,0.0001540365,0.0006188237,0.001076819,0.0002532068,0.0003027719,0.9921389],"genre_scores_gemma":[0.02894116,0.0004855322,0.0001464878,0.004799535,0.00470341,0.0001665106,0.0001593679,0.0002064087,0.9603916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9542571,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06086365056234443,"score_gpt":0.389753368928123,"score_spread":0.3288897183657785,"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."}}