{"id":"W4327618931","doi":"10.21203/rs.3.rs-2603067/v1","title":"Factors contributing to the mental wellbeing of community-dwelling older adults: A qualitative study from the Vancouver West End","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Mitacs; Simon Fraser University; Mental Health Research Canada; AGE-WELL; Manitoba Health Research Council","keywords":"Mental health; Psychological intervention; Neighbourhood (mathematics); Population; Feeling; Gerontology; Psychology; Aging in place; Medicine; Psychiatry; 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":[0.004118835,0.0003542958,0.0006798176,0.001251238,0.01377833,0.004487026,0.001294119,0.001263743,0.002038912],"category_scores_gemma":[0.005983931,0.0006693677,0.0003110135,0.001980141,0.004301456,0.001472237,0.004891392,0.003067135,0.0001933123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01114551,"about_ca_system_score_gemma":0.0229322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7058266,"about_ca_topic_score_gemma":0.8711215,"domain_scores_codex":[0.9981647,0.0009038125,0.00008701282,0.0001445948,0.0001991527,0.0005006759],"domain_scores_gemma":[0.9956906,0.001620276,0.0002723911,0.0001095276,0.0008025399,0.001504709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000270978,0.00007353375,0.01828971,0.00009383044,0.000007483673,0.000267082,0.9763182,0.00001218796,0.0002928466,0.0002692134,0.0006817947,0.003666979],"study_design_scores_gemma":[0.000001812588,0.00001894114,0.01143449,0.0001062501,0.000004836621,0.00003717755,0.9863909,0.00001163462,0.00003525853,0.00004989307,0.001902494,0.000006327037],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954555,0.0006359508,0.0001494769,0.001226958,0.00003121958,0.00009165939,0.0001521566,0.0000028044,0.002254262],"genre_scores_gemma":[0.9951397,0.001161818,0.0002950312,0.0009138243,0.00001190421,0.0001743598,0.00009415989,0.000008636094,0.002200633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2941734,"threshold_uncertainty_score":0.5918117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2040929248826637,"score_gpt":0.5153818923377753,"score_spread":0.3112889674551116,"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."}}