{"id":"W3187801514","doi":"10.7759/cureus.17109","title":"Shifting to Primary Prevention for an Aging Population: A Scoping Review of Health Promotion Initiatives for Community-Dwelling Older Adults in Canada","year":2021,"lang":"en","type":"review","venue":"Cureus","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Aging in place; Gerontology; Population ageing; Health promotion; Promotion (chess); Healthy aging; Primary prevention; Population; Medicine; Environmental health; Political science; Public health; Nursing; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004402953,0.000176969,0.001488186,0.00007037704,0.0006432566,0.00003123614,0.0002362038,0.0000935646,0.00001420184],"category_scores_gemma":[0.001189423,0.0001842787,0.0001805426,0.0003535535,0.00001316117,0.000261745,0.00004456972,0.0002229092,9.579409e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001770798,"about_ca_system_score_gemma":0.00949609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7560141,"about_ca_topic_score_gemma":0.9660943,"domain_scores_codex":[0.9957741,0.002019888,0.001285524,0.0002422394,0.0002492378,0.0004290004],"domain_scores_gemma":[0.9977278,0.0008934161,0.0008472059,0.0002170314,0.0001797011,0.000134908],"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":[7.536016e-7,0.00004115286,0.0001576051,0.5192457,0.000008146711,1.112384e-7,0.002409322,9.86865e-7,3.623904e-10,0.000366181,0.00003680737,0.4777332],"study_design_scores_gemma":[0.0001230399,0.00006284578,0.0004677983,0.9668191,0.00004865915,3.059816e-7,0.003058782,0.000003556261,2.727307e-8,0.0000448147,0.02919213,0.000178962],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008107159,0.9903066,0.000771676,0.0006917531,0.0003542209,0.007638349,0.00005824829,0.0000133864,0.00008474296],"genre_scores_gemma":[0.0001792298,0.9950548,0.002009389,0.0008898482,0.0001715584,0.0007777535,0.000879535,0.00002587993,0.00001194411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4775543,"threshold_uncertainty_score":0.9961191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2060814702826425,"score_gpt":0.4935915623935298,"score_spread":0.2875100921108873,"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."}}