{"id":"W2898126065","doi":"10.28984/drhj.v2i0.159","title":"Self-perceived Mental Health of Older Adults in Canada","year":2018,"lang":"en","type":"article","venue":"Diversity of Research in Health Journal","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Mental health; Gerontology; Psychology; Perception; Life satisfaction; Public health; Population; Social support; Medicine; Environmental health; Social psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008864782,0.00006179955,0.0003190631,0.0003783146,0.001475834,0.0000124418,0.0004423511,0.00004824178,0.0002471821],"category_scores_gemma":[0.0002372611,0.0000632536,0.00003646527,0.0006162078,0.0003057073,0.0001599664,0.0002020153,0.0005938653,0.000002491059],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004442519,"about_ca_system_score_gemma":0.01981024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959989,"about_ca_topic_score_gemma":0.9953351,"domain_scores_codex":[0.9951135,0.001552779,0.0005641625,0.0001442753,0.001541122,0.001084157],"domain_scores_gemma":[0.998283,0.0003229896,0.0002376119,0.00009770141,0.0003555029,0.0007031542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001051904,0.0001068178,0.8973363,0.000731518,0.000005001395,0.0000108602,0.08820504,0.000001028661,7.226032e-8,0.0002987888,0.009156699,0.004042702],"study_design_scores_gemma":[0.0009861552,0.0001884801,0.8852332,0.0008877132,2.260262e-7,0.000001904664,0.1066257,0.00005035115,0.000001375711,0.00009051986,0.005886325,0.0000480708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537986,0.0006430689,0.000001377098,0.04395546,0.0004486498,0.0004386043,0.00002843247,0.000003716018,0.0006821057],"genre_scores_gemma":[0.9929433,0.005447142,0.0003192833,0.001120795,0.0001211539,7.544353e-7,0.000001209605,0.000003309687,0.00004297841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04283467,"threshold_uncertainty_score":0.9998241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08589670060220406,"score_gpt":0.4281065134968645,"score_spread":0.3422098128946604,"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."}}