{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002207082,0.0002363877,0.0004099357,0.002287039,0.001966205,0.0001289562,0.0005083218,0.0001007439,0.001017194],"category_scores_gemma":[0.0005334839,0.0002906331,0.0001181629,0.001780879,0.00003105828,0.0001304844,0.0001020668,0.003842605,0.00003445407],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006446389,"about_ca_system_score_gemma":0.006061106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.640303,"about_ca_topic_score_gemma":0.8601031,"domain_scores_codex":[0.9967969,0.0004879524,0.000650475,0.0002644258,0.0005318554,0.001268396],"domain_scores_gemma":[0.9958981,0.0001876514,0.0001523883,0.0004978692,0.0001805872,0.003083447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004881955,0.0007997158,0.3038091,0.0009678924,0.0003732532,0.02266607,0.1372743,0.08166628,0.001129036,0.0004359552,0.3532783,0.09711196],"study_design_scores_gemma":[0.008156971,0.001243849,0.09032705,0.0005779341,0.0001554804,0.01119676,0.04153341,0.002259832,0.0001078347,0.0006363837,0.842208,0.001596527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484949,0.001517864,0.0004177816,0.04424544,0.002006862,0.0006562473,0.0001484223,0.00004092382,0.002471533],"genre_scores_gemma":[0.9768562,0.00008045878,0.001129632,0.02012057,0.0006588291,0.00002813418,0.00004101984,0.0000729836,0.001012161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4889297,"threshold_uncertainty_score":0.9999546,"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."}}