{"id":"W2040844454","doi":"10.1007/s00127-010-0222-2","title":"Rates of depression and anxiety in urban and rural Canada","year":2010,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":196,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Demography; Marital status; Depression (economics); Anxiety; Mental health; Rurality; Rural area; Psychology; Gerontology; Medicine; Psychiatry; Population; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007491992,0.0001447121,0.0003526593,0.00001753572,0.0002486489,0.000006601485,0.00008897388,0.0002234649,0.00002889759],"category_scores_gemma":[0.0001447878,0.00006569229,0.00003614543,0.000219369,0.0001940421,0.00006284111,0.00005793252,0.0002920133,1.31532e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008118322,"about_ca_system_score_gemma":0.00006217745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09153711,"about_ca_topic_score_gemma":0.4612305,"domain_scores_codex":[0.9987351,0.000229217,0.0003948002,0.0002886551,0.00005894525,0.0002933134],"domain_scores_gemma":[0.999288,0.0003989895,0.000144564,0.00003735395,0.00002859062,0.0001025539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004610712,0.00002470021,0.9796323,0.00002944293,0.000005378735,1.596938e-7,0.00007856293,6.001515e-8,0.0003453933,0.003415603,0.002646321,0.013776],"study_design_scores_gemma":[0.0002200372,0.00005206176,0.969311,0.000004438156,0.000006824721,0.000003822634,0.0007112883,0.00001195717,0.000004358141,0.02651664,0.003024648,0.0001329053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838763,0.002293772,3.062288e-7,0.01266598,0.0006149366,0.0001553417,0.0000173226,0.000009458981,0.0003665795],"genre_scores_gemma":[0.9984702,0.0004060146,0.0002940854,0.0004534374,0.0003178815,0.000006937865,0.00001720753,8.799319e-7,0.00003331597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3696935,"threshold_uncertainty_score":0.9145124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139964496435908,"score_gpt":0.2610152085720536,"score_spread":0.2496155636076945,"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."}}