{"id":"W6959620028","doi":"10.11575/prism/41624","title":"Social participation of older people in urban and rural areas: Canadian Longitudinal Study on Aging","year":2023,"lang":"en","type":"other","venue":"University of Calgary","topic":"Toxin Mechanisms and Immunotoxins","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Longitudinal study; Social engagement; Rural area; Older people; Perception; Social relation; Social environment; Social support; Public health; Social determinants of health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000072623,0.0001003362,0.0002615165,0.000345902,0.00006671248,0.000001683339,0.00009400845,0.0002110605,0.000583745],"category_scores_gemma":[0.000007372591,0.0001182393,0.00003932858,0.00009473474,0.00007546307,0.00002092383,0.0000429388,0.0001550981,0.00002463121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000530222,"about_ca_system_score_gemma":0.00006539856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2641876,"about_ca_topic_score_gemma":0.6086367,"domain_scores_codex":[0.9995103,0.00007720691,0.00008806505,0.0001359857,0.00002833505,0.0001601027],"domain_scores_gemma":[0.9997557,0.00002310133,0.00009472101,0.00009525131,0.00001420971,0.00001702893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004909665,0.001345525,0.7935508,0.0002318902,0.001454221,0.000192673,0.05784644,0.000002747265,0.004001142,0.005952002,0.124366,0.01056562],"study_design_scores_gemma":[0.001385949,0.000206327,0.9878278,0.0001502039,0.00007543204,7.072896e-7,0.004356126,0.000001982348,0.00009062403,0.00001329921,0.005749323,0.0001422258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633253,0.00046274,0.00003968948,0.00009191428,0.0003680971,0.0006387215,0.0001223126,0.00007812135,0.03487315],"genre_scores_gemma":[0.954932,0.00002364471,0.000006969209,0.000006540141,0.000009409137,4.337812e-7,0.00004635891,0.00004786066,0.04492677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.344449,"threshold_uncertainty_score":0.7407122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163912846905919,"score_gpt":0.2371660475492809,"score_spread":0.220774762858689,"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."}}