{"id":"W2047260646","doi":"10.7870/cjcmh-2013-005","title":"Using Community-Level Mental Health Surveillance Data to Examine the Relationship of Depression Prevalence to Social Determinants of Health and Access to Mental Health Services","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Mental health; Depression (economics); Obesity; Medicine; Environmental health; Community health; Gerontology; Psychiatry; Public health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002908659,0.0002847733,0.0004201274,0.003040366,0.0005044735,0.0008056716,0.0005257376,0.0003033049,0.0007249922],"category_scores_gemma":[0.009927932,0.0002879435,0.0006436884,0.005639892,0.0002614844,0.0005287515,0.001090814,0.0005810562,0.000121732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219484,"about_ca_system_score_gemma":0.001553212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2208651,"about_ca_topic_score_gemma":0.315569,"domain_scores_codex":[0.9975117,0.001002995,0.0003144605,0.0003467637,0.0005526186,0.0002714529],"domain_scores_gemma":[0.9952402,0.001426516,0.00178747,0.0004291518,0.000837179,0.0002795743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002948984,0.00004848287,0.9973405,0.00002411734,0.0001162903,0.00001314639,0.00008509642,0.00009945678,0.00007462755,0.00004024066,0.0002044716,0.001924017],"study_design_scores_gemma":[0.000009257356,0.0000568891,0.998616,0.00001233909,0.00004992324,0.00003342938,0.0001842279,0.0007044809,0.0000667433,0.00002374181,0.0002394107,0.000003486958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890196,0.0002100268,0.0005810828,0.00006421173,0.00001024548,0.0001442558,0.008972163,0.00001203543,0.000986309],"genre_scores_gemma":[0.9868405,0.0002311844,0.001512027,0.00005717202,0.00001519405,0.0001814205,0.01092025,0.000003097776,0.0002392212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7791349,"threshold_uncertainty_score":0.439159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3890397004667335,"score_gpt":0.4837884355033612,"score_spread":0.09474873503662773,"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."}}