{"id":"W4200329656","doi":"10.1146/annurev-publhealth-052620-091107","title":"Active Aging and Public Health: Evidence, Implications, and Opportunities","year":2021,"lang":"en","type":"review","venue":"Annual Review of Public Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":308,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Ontario Tech University","funders":"National Institute for Health and Care Research","keywords":"Gerontology; Affect (linguistics); Quality of life (healthcare); Public health; Population ageing; Mental health; Population; Psychology; Medicine; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004259877,0.001164084,0.003041247,0.003913524,0.0005327277,0.002893085,0.001401605,0.002632935,0.00625196],"category_scores_gemma":[0.008885982,0.0005539443,0.00179575,0.005097745,0.001068959,0.002617619,0.001824151,0.002645155,0.001192053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002106898,"about_ca_system_score_gemma":0.006749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005182183,"about_ca_topic_score_gemma":0.0105985,"domain_scores_codex":[0.9982796,0.0006290167,0.0003184796,0.0001577407,0.000490554,0.0001246962],"domain_scores_gemma":[0.9930483,0.005378886,0.0005868574,0.00009052004,0.0006999194,0.0001956203],"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":[0.000089983,0.00005683302,0.0003593903,0.1721442,0.0006773521,0.00008280591,0.0001789657,0.0001978577,0.0001194383,0.005967748,0.02544547,0.7946799],"study_design_scores_gemma":[0.0000656259,0.0001479684,0.002851332,0.2884361,0.0018821,0.0006131321,0.0004790675,0.0001160335,0.0001249932,0.00528135,0.6999593,0.00004301357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001947578,0.9992732,0.00001331024,0.0003967252,0.00009932882,0.000002620622,0.000008598689,0.000001229968,0.0001854491],"genre_scores_gemma":[0.0002545711,0.9994053,0.00003124169,0.0001909898,0.00007206398,0.000004928885,0.000008223332,4.464721e-7,0.00003224567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00625196,"threshold_uncertainty_score":0.02252859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5155561794721907,"score_gpt":0.5125116342501259,"score_spread":0.003044545222064765,"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."}}