{"id":"W4315865854","doi":"10.14283/jfa.2023.4","title":"Reference Standard for the Measurement of Loss of Autonomy and Functional Capacities in Long-Term Care Facilities","year":2023,"lang":"en","type":"review","venue":"The Journal of Frailty & Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"","keywords":"Autonomy; Long-term care; Gerontology; Medicine; Activities of daily living; Assisted living; Assisted Living Facility; Older people; Independence (probability theory); Elderly people; Independent living; Nursing homes; Population; Nursing; Physical therapy; 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":[0.01137815,0.001545684,0.003616919,0.007657844,0.0006839758,0.002667618,0.0051221,0.002679186,0.0104829],"category_scores_gemma":[0.03079844,0.0004633629,0.002936122,0.007445704,0.001536854,0.002126814,0.001567142,0.002740578,0.005090638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002199829,"about_ca_system_score_gemma":0.006589956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008643663,"about_ca_topic_score_gemma":0.009746499,"domain_scores_codex":[0.9838937,0.004448531,0.005499734,0.001095062,0.004740526,0.0003225675],"domain_scores_gemma":[0.9798645,0.008677024,0.003668367,0.0006247078,0.006937644,0.0002277214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003742713,0.0001141923,0.002539746,0.1521361,0.0008866085,0.0002771595,0.0006014514,0.0004145549,0.001059182,0.0109672,0.1380187,0.6926108],"study_design_scores_gemma":[0.0001261912,0.0002384286,0.01131715,0.1321716,0.001133368,0.001336428,0.0005283887,0.0002502269,0.0009108362,0.004589383,0.8473084,0.00008966684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005284076,0.9857976,0.002281067,0.001539445,0.002012941,0.0002775902,0.002713175,0.00006742606,0.004782339],"genre_scores_gemma":[0.01070668,0.9593669,0.01566101,0.00194523,0.0009232111,0.001840893,0.006242295,0.00007565014,0.003238212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01137815,"threshold_uncertainty_score":0.06017417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2748510611942884,"score_gpt":0.4360839737271753,"score_spread":0.1612329125328869,"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."}}