{"id":"W4400350631","doi":"10.1371/journal.pone.0304457","title":"Inequalities in health-related quality of life and functional health of an aging population: A Canadian community perspective","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research; Weston Family Foundation; Weston Brain Institute","keywords":"Perspective (graphical); Gerontology; Quality of life (healthcare); Inequality; Population ageing; Population health; Population; Medicine; Environmental health; Computer science; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001808587,0.000532896,0.0007094942,0.004520738,0.004084582,0.002413275,0.001013774,0.0005296057,0.003337602],"category_scores_gemma":[0.004291886,0.0002079652,0.0009552963,0.007769508,0.001074863,0.0009546489,0.001716693,0.001254209,0.0001514508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03581033,"about_ca_system_score_gemma":0.06681678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965987,"about_ca_topic_score_gemma":0.9975751,"domain_scores_codex":[0.9983113,0.0001701605,0.00008511478,0.0002069889,0.0006693909,0.0005570071],"domain_scores_gemma":[0.9970624,0.0002795082,0.000326567,0.00007285028,0.001668595,0.0005900256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001220597,0.000074927,0.8332505,0.001305248,0.0007237054,0.0003426995,0.005478997,0.002419967,0.0003707427,0.01653866,0.0441111,0.09526146],"study_design_scores_gemma":[0.00001361698,0.00002600343,0.9663264,0.001009568,0.0003548683,0.0001253224,0.004034877,0.001646265,0.00008983696,0.002539458,0.02375193,0.00008183541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6655031,0.09553538,0.004694151,0.07087612,0.0006644173,0.0003009589,0.08954631,0.0001575436,0.07272202],"genre_scores_gemma":[0.966653,0.0213761,0.002097684,0.001715631,0.0001535944,0.00006059089,0.006604802,0.00001596707,0.00132266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03581033,"threshold_uncertainty_score":0.2598233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2229835084165041,"score_gpt":0.3896026203841983,"score_spread":0.1666191119676942,"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."}}