{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007780478,0.0001802216,0.0002992592,0.001374739,0.002717882,0.001163555,0.0006904211,0.0002712309,0.00224612],"category_scores_gemma":[0.002594958,0.0001278334,0.0005219849,0.002820446,0.0005331374,0.0003483651,0.001031512,0.0005760904,0.000158442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0156648,"about_ca_system_score_gemma":0.03188904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927642,"about_ca_topic_score_gemma":0.9956266,"domain_scores_codex":[0.9992425,0.00004469438,0.00005815093,0.00007464548,0.0003380841,0.00024191],"domain_scores_gemma":[0.9982933,0.00006457438,0.0002102122,0.00003012973,0.0008955885,0.0005061431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002971774,0.00003997492,0.9868182,0.0000791643,0.000033045,0.00004472412,0.001698957,0.00004171395,0.00005525089,0.0001485996,0.002628207,0.008382575],"study_design_scores_gemma":[0.000004124355,0.00001451474,0.9966075,0.00005806239,0.00001244406,0.00001835276,0.001963799,0.00007332909,0.00001818859,0.00003399288,0.001189853,0.000005787142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770552,0.001766753,0.00009879125,0.001490897,0.00004627066,0.000144595,0.01077197,0.00001246422,0.00861312],"genre_scores_gemma":[0.9952599,0.001002505,0.000177676,0.0003024473,0.00001040705,0.00004061697,0.002271207,0.000002426849,0.0009326352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0156648,"threshold_uncertainty_score":0.1136566,"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."}}