{"id":"W4312103064","doi":"10.1093/geroni/igac059.2308","title":"HOUSING CHARACTERISTICS, NEIGHBORHOOD ENVIRONMENTS, AND SELF-RATED MENTAL HEALTH AMONG OLDER CANADIANS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Gerontology; Scale (ratio); Psychology; Medicine; Geography; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006172839,0.0002635769,0.0002936891,0.00117771,0.002733571,0.001007271,0.0006863346,0.00033377,0.002523146],"category_scores_gemma":[0.002007015,0.0001662054,0.0006021819,0.00249163,0.0004389547,0.0003554764,0.0006514647,0.0004700018,0.0001387168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00659625,"about_ca_system_score_gemma":0.009451175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9815968,"about_ca_topic_score_gemma":0.9903419,"domain_scores_codex":[0.9995605,0.00002936024,0.00002763982,0.00005952243,0.0001829207,0.0001400671],"domain_scores_gemma":[0.9988152,0.00006578184,0.000249991,0.00004118557,0.0005259986,0.0003017345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002499862,0.00002784287,0.9950637,0.00003852542,0.00004173867,0.00002923214,0.0004665035,0.0000458122,0.000051793,0.00006687731,0.001001399,0.003141509],"study_design_scores_gemma":[0.000001713315,0.000009155757,0.9983886,0.00002769808,0.00001188396,0.00001307345,0.001015858,0.00006372645,0.00001012108,0.00001515645,0.0004385584,0.000004433693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914498,0.0008297218,0.00008226495,0.0003467455,0.00002315778,0.00003871266,0.004302699,0.000006478425,0.002920519],"genre_scores_gemma":[0.9978501,0.0003412664,0.0001443882,0.00008732934,0.000006877767,0.00001376511,0.0011863,0.000001919724,0.0003680961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01840323,"threshold_uncertainty_score":0.04785937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388455867821937,"score_gpt":0.2872705721136842,"score_spread":0.2733860134354648,"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."}}