{"id":"W153802172","doi":"","title":"Does a rural residence predict the development of depressive symptoms in older adults?","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre; Manitoba Health","funders":"","keywords":"Residence; Gerontology; Center for Epidemiologic Studies Depression Scale; Depression (economics); Rural area; Depressive symptoms; Population; Demography; Psychological intervention; Medicine; Psychology; Psychiatry; Cognition; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004603098,0.0001606417,0.0001676283,0.00037348,0.0002635153,0.0003454776,0.0001912605,0.0003543426,0.00154654],"category_scores_gemma":[0.002175119,0.0001475092,0.0002108475,0.0004049346,0.0002569525,0.0002485685,0.0002608138,0.0003846359,0.000250139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333981,"about_ca_system_score_gemma":0.0002802088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048481,"about_ca_topic_score_gemma":0.018099,"domain_scores_codex":[0.9998349,0.00006086512,0.00001619978,0.00002759975,0.00002901369,0.00003143267],"domain_scores_gemma":[0.9989588,0.0001207316,0.0005398481,0.00003538016,0.0001279312,0.0002173053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003593704,0.00002386483,0.9990419,0.000006532941,0.00001877618,0.00003309318,0.00004753403,0.00001363776,0.00005423434,0.000005417006,0.00005269784,0.0006664049],"study_design_scores_gemma":[0.000003177335,0.00005770459,0.99953,0.000005681941,0.00001202672,0.00008081496,0.0001387866,0.00006264323,0.00001068722,0.000009180317,0.00008852624,7.933208e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998862,0.0003515818,0.00004197758,0.0001992348,0.000006785519,0.000005614808,0.0001545277,0.000001574615,0.0003767049],"genre_scores_gemma":[0.9996184,0.0001263506,0.00003059446,0.00003033487,0.00001212981,0.000001986267,0.00008137091,4.537771e-7,0.00009831393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01048481,"threshold_uncertainty_score":0.02084756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930651467306513,"score_gpt":0.3379893837081874,"score_spread":0.3186828690351222,"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."}}