{"id":"W2037505053","doi":"10.1080/13607863.2015.1033678","title":"Mental health service use among older Canadians with anxiety and comorbid physical conditions","year":2015,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Anxiety; Medicine; Comorbidity; National Comorbidity Survey; Psychiatry; Specialty; Context (archaeology); Disease; Odds; Logistic regression; Clinical psychology; Gerontology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002820285,0.0003057037,0.0004098117,0.0001061125,0.0009087637,0.00007725121,0.0001421966,0.00005296136,0.0001162109],"category_scores_gemma":[0.000001249106,0.0002702477,0.00003620505,0.0002972183,0.0001435654,0.0004079122,0.00006254018,0.0002663132,0.00007964467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009193172,"about_ca_system_score_gemma":0.0003074372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2728029,"about_ca_topic_score_gemma":0.1117699,"domain_scores_codex":[0.9976058,0.0002496241,0.000345831,0.0005558143,0.0003218921,0.0009210124],"domain_scores_gemma":[0.9980283,0.00003471858,0.00022332,0.0003238949,0.00003834156,0.001351425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002143952,0.001633868,0.7336212,0.0003768473,0.0001845799,0.00004350561,0.111615,0.000003391375,0.000006313382,0.002286066,0.1310941,0.0189208],"study_design_scores_gemma":[0.01028295,0.001772761,0.9227155,0.0007540163,0.00004023828,0.0004458847,0.03551106,0.0004734965,0.0000257013,0.0001376508,0.02705632,0.0007843746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736938,0.000518303,0.000007853015,0.0217738,0.0005593715,0.001483553,0.0007449507,0.0001190213,0.001099281],"genre_scores_gemma":[0.9785606,0.00007838108,0.0002104076,0.01861874,0.0001347843,0.000103768,0.00124144,0.00005089284,0.00100098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1890944,"threshold_uncertainty_score":0.999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0399493353194709,"score_gpt":0.3754858498788982,"score_spread":0.3355365145594272,"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."}}