{"id":"W4223481439","doi":"10.1080/07317115.2022.2058440","title":"Perceived Need, Mental Health Literacy, Neuroticism and Self- Stigma Predict Mental Health Service Use Among Older Adults","year":2022,"lang":"en","type":"article","venue":"Clinical Gerontologist","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Movember Canada","keywords":"Mental health; Mental health literacy; Help-seeking; Neuroticism; Psychological intervention; Marital status; Psychology; Clinical psychology; Stigma (botany); Psychiatry; Health literacy; Social support; Gerontology; Medicine; Mental illness; Population; Personality; Health care; Social psychology; Environmental health","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":[0.0006529715,0.0002271863,0.0001956301,0.0005203913,0.0005312936,0.0006604355,0.0002450719,0.0004202742,0.002269522],"category_scores_gemma":[0.003013846,0.0001581184,0.0003397418,0.0003589658,0.000296208,0.000266801,0.0004897537,0.0004426462,0.0001662363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008629859,"about_ca_system_score_gemma":0.001185591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1876024,"about_ca_topic_score_gemma":0.2897772,"domain_scores_codex":[0.9998136,0.00003315489,0.00002445167,0.00002000062,0.00005696292,0.00005186815],"domain_scores_gemma":[0.9990364,0.0001466858,0.0003743827,0.00003775272,0.0001404542,0.0002643579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001308387,0.00003181675,0.9986857,0.000006438716,0.00001224632,0.000006231061,0.0000874003,0.00001338942,0.00003283931,0.000006312976,0.00007371306,0.001030862],"study_design_scores_gemma":[0.000001644881,0.00001381047,0.9996642,0.000007102331,0.000006692102,0.00001404975,0.0001568976,0.0000763151,0.000008210774,0.000008966892,0.00004123602,8.326847e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991267,0.0001419973,0.00001439833,0.00009823906,0.000002421032,0.000009095463,0.0001384518,0.000001846974,0.0004668336],"genre_scores_gemma":[0.9995858,0.00008347415,0.00003965939,0.00002700556,0.000002921029,0.000003777206,0.0001273677,3.990493e-7,0.0001295314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1876024,"threshold_uncertainty_score":0.373021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07087455356641192,"score_gpt":0.4236072342585618,"score_spread":0.3527326806921499,"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."}}