{"id":"W4390082094","doi":"10.1093/geroni/igad104.1042","title":"ASSESSMENT OF AGE AND DEMENTIA FRIENDLINESS OF OTTAWA COMMUNITIES AS PERCEIVED BY PERSONS WITH DEMENTIA AND CARE PARTNERS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dementia; Audit; Gerontology; Feeling; Population; Data collection; Psychology; Medicine; Disease; Sociology; Environmental health","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":[0.002802586,0.0003603715,0.0004154471,0.001429031,0.006066012,0.00327802,0.001168569,0.0005147993,0.003458069],"category_scores_gemma":[0.00778441,0.0003760078,0.0007225185,0.001132912,0.001864858,0.001088397,0.00415402,0.0007127669,0.0002593421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0100605,"about_ca_system_score_gemma":0.01159578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7813469,"about_ca_topic_score_gemma":0.8914875,"domain_scores_codex":[0.9976822,0.0008598453,0.0002446074,0.0001999785,0.0006060936,0.0004072008],"domain_scores_gemma":[0.9932702,0.000955136,0.001388507,0.0002801127,0.002059862,0.002046123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002766951,0.0002898454,0.8566279,0.0002552907,0.00008924312,0.0004958186,0.1204411,0.0001658233,0.0007081238,0.0001297092,0.001090003,0.01943042],"study_design_scores_gemma":[0.00001769193,0.0005802784,0.6291831,0.0002329784,0.00006025939,0.000266478,0.3634842,0.0003508769,0.0004126639,0.0001077405,0.005197898,0.0001059491],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976962,0.0001584745,0.00007650432,0.0001514592,0.00000802572,0.0001137939,0.0001906072,0.000007741812,0.001597228],"genre_scores_gemma":[0.998524,0.000167951,0.0004043569,0.0000436355,0.000002310075,0.00005657451,0.00009205801,0.000001505036,0.0007078224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2186531,"threshold_uncertainty_score":0.4398815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03434921075693294,"score_gpt":0.3112961429100545,"score_spread":0.2769469321531216,"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."}}