{"id":"W2552200454","doi":"","title":"Hearing difficulties and feelings of social isolation among Canadians aged 45 or older.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Social isolation; Gerontology; Feeling; Population; Logistic regression; Loneliness; Hearing loss; Isolation (microbiology); Medicine; Quality of life (healthcare); Odds ratio; Social engagement; Odds; Fear of falling; Demography; Psychology; Injury prevention; Poison control; Environmental health; Audiology; Social psychology; Sociology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001707572,0.00005470192,0.00008875364,0.00005535501,0.0001335601,0.00002399073,0.00004578245,0.00004683522,0.000007393747],"category_scores_gemma":[0.0007103334,0.00003393047,0.00002216086,0.00008884343,0.0001502271,0.0001457679,0.00001924837,0.00004079533,8.943911e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004146803,"about_ca_system_score_gemma":0.00002191677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120048,"about_ca_topic_score_gemma":0.0005618347,"domain_scores_codex":[0.9993561,0.00005192791,0.0001371,0.0001616117,0.0001079488,0.00018532],"domain_scores_gemma":[0.9995949,0.0002080661,0.00005257632,0.00005760831,0.00001856975,0.00006824255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001090954,0.00008792905,0.1908313,0.0001895224,0.0000106033,0.000006177309,0.01608811,0.00001112461,0.525942,0.001025591,0.0007517096,0.2649467],"study_design_scores_gemma":[0.0002754848,0.00001117152,0.9927683,0.00001202218,0.000002618283,8.412658e-7,0.0001302749,0.0000335443,0.006585435,0.00004790844,0.00007529267,0.00005710957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998243,0.000004914622,0.00009251839,0.0009952488,0.00009144679,0.0002715608,0.00000603019,0.00002794635,0.0002673059],"genre_scores_gemma":[0.9985583,0.000004296756,0.00002924677,0.00005451468,0.00004619767,0.0000948809,2.550499e-7,0.000007514984,0.001204801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.801937,"threshold_uncertainty_score":0.1814774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02978894502172318,"score_gpt":0.236440146265824,"score_spread":0.2066512012441009,"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."}}