{"id":"W3177571747","doi":"10.1017/s0714980821000180","title":"Older Adults’ Perceptions of Frailty Language: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Memorial University of Newfoundland; McMaster University; Toronto Rehabilitation Institute; University of New Brunswick; University of Toronto; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Gerontology; Perception; Meaning (existential); Psychology; Medicine; Psychiatry; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01161269,0.001035322,0.003498726,0.01242573,0.001082047,0.003516065,0.001268858,0.001813622,0.00269904],"category_scores_gemma":[0.04745622,0.0008643636,0.003405684,0.01194969,0.001172411,0.003307216,0.002383868,0.001443011,0.0003209992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003806481,"about_ca_system_score_gemma":0.01355801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01968988,"about_ca_topic_score_gemma":0.04775555,"domain_scores_codex":[0.9941024,0.00217854,0.001947911,0.000312323,0.001266674,0.0001921209],"domain_scores_gemma":[0.9676971,0.02459122,0.00333379,0.0003423833,0.003773187,0.0002623686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001015212,0.00002904271,0.001428269,0.7363153,0.001878661,0.0002364993,0.004659332,0.0001391073,0.0002721153,0.001152331,0.006688235,0.2470995],"study_design_scores_gemma":[0.00001942742,0.00005318377,0.003551863,0.9458485,0.003932193,0.0003611124,0.00244901,0.00003989972,0.00009824747,0.0003895674,0.04323092,0.00002616745],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008651708,0.9979291,0.0001091817,0.0003756029,0.0001114895,0.00008458544,0.00008654906,0.000003156277,0.0004352043],"genre_scores_gemma":[0.006239861,0.9927794,0.0002970708,0.0002737611,0.00003492985,0.0001815544,0.000087203,0.000002204908,0.0001039539],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01968988,"threshold_uncertainty_score":0.06141454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536142532920598,"score_gpt":0.3126446007556333,"score_spread":0.2872831754264273,"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."}}