{"id":"W4281608347","doi":"10.5770/cgj.25.536","title":"Enabling Healthy Aging to AVOID Frailty in Community Dwelling Older Canadians","year":2022,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Carleton University; Ottawa Hospital; Kingston Health Sciences Centre; McGill University Health Centre; McMaster University; Queen's University; Alberta Health Services; Université Laval; Centre Hospitalier de l’Université de Montréal; University of British Columbia; Providence Health Care; University of Alberta","funders":"Faculty of Nursing, University of Alberta; Canadian Frailty Network; University of Alberta; Government of Canada","keywords":"Medicine; Gerontology; Stressor; Healthy aging; Socialization; Population ageing; Public health; Population; Environmental health; Nursing; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00254093,0.0003555896,0.0004550256,0.0009761638,0.01591185,0.002775858,0.00127493,0.001107203,0.005311797],"category_scores_gemma":[0.005637427,0.0002023969,0.0006115014,0.001536096,0.001627617,0.001075791,0.003991389,0.001956113,0.0003022783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04196497,"about_ca_system_score_gemma":0.1959161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9875444,"about_ca_topic_score_gemma":0.9970484,"domain_scores_codex":[0.9979316,0.0002609649,0.00005840946,0.0000864399,0.0005919423,0.001070573],"domain_scores_gemma":[0.995177,0.0001579458,0.000177336,0.00004341378,0.001532282,0.002911967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002924536,0.001022125,0.1890361,0.002288713,0.0001927943,0.001985035,0.1193969,0.0006884183,0.00151262,0.01223868,0.295775,0.3755711],"study_design_scores_gemma":[0.0001728162,0.0004048814,0.3902705,0.003375199,0.0002060881,0.0005475741,0.1603803,0.0007543206,0.0004147958,0.003767349,0.4394963,0.0002097649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6048344,0.02018077,0.001497853,0.2130778,0.002111857,0.001191508,0.001913086,0.0001515038,0.1550413],"genre_scores_gemma":[0.9469975,0.01532996,0.00433281,0.02012842,0.0002915266,0.0002439723,0.0007389286,0.00003885569,0.01189797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04196497,"threshold_uncertainty_score":0.3044786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03269335051183323,"score_gpt":0.2870535326957225,"score_spread":0.2543601821838893,"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."}}