{"id":"W4210637745","doi":"10.1017/s0144686x21001896","title":"Older adults’ mental health information preferences: a call for more balanced information to empower older adults’ mental health help-seeking","year":2022,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychology; Empowerment; Mental health literacy; Information seeking; Gerontology; Multilevel model; Medicine; Psychiatry; Mental illness","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":[0.01460961,0.0002035385,0.0005747668,0.0009233526,0.00188372,0.004861367,0.0008354424,0.002279945,0.006439744],"category_scores_gemma":[0.0325701,0.0002758256,0.0006990297,0.0006505908,0.001833557,0.004542708,0.003370317,0.002929915,0.0004998768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002397586,"about_ca_system_score_gemma":0.009895097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01798536,"about_ca_topic_score_gemma":0.03578124,"domain_scores_codex":[0.9959578,0.002089939,0.0002666396,0.0001358339,0.000901252,0.0006485422],"domain_scores_gemma":[0.9763752,0.01165068,0.002161436,0.0007541622,0.002826775,0.006231881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005953197,0.001698934,0.2028355,0.002918737,0.0001960322,0.001286432,0.0797907,0.0004426805,0.003200232,0.005572603,0.08845946,0.6130034],"study_design_scores_gemma":[0.0004934525,0.001693994,0.5943074,0.006933157,0.00024532,0.002169227,0.1727488,0.001447457,0.001338324,0.01750471,0.2008212,0.0002970763],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6251276,0.005663958,0.002273882,0.3468308,0.0003792706,0.0002276558,0.0003489355,0.0001309357,0.01901692],"genre_scores_gemma":[0.9602965,0.004046208,0.007644677,0.02545122,0.0004395523,0.0002612894,0.0002021371,0.00002429955,0.001634107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01798536,"threshold_uncertainty_score":0.07726395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852531197611089,"score_gpt":0.3703678462825142,"score_spread":0.3518425343064033,"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."}}