{"id":"W617097300","doi":"10.20381/ruor-13050","title":"Utilization of mental health care services among older adults with depression in Canada","year":2008,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Depression (economics); Medicine; Specialty; Psychiatry; Health care; Mental health care; Gerontology; Mental health service","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003645081,0.00009720634,0.0002986873,0.0003109469,0.0007910931,0.000007909957,0.0003962702,0.0001431088,0.0001539009],"category_scores_gemma":[0.00002225917,0.0001080617,0.00003589381,0.0005585529,0.0001598369,0.0002104807,0.00003675363,0.0002933269,7.736297e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206783,"about_ca_system_score_gemma":0.007133408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943583,"about_ca_topic_score_gemma":0.999892,"domain_scores_codex":[0.9974536,0.000352113,0.0001725047,0.0002480645,0.001316827,0.000456947],"domain_scores_gemma":[0.9988602,0.00009072007,0.000229939,0.0001456661,0.0004583596,0.0002151207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004553455,0.00003180687,0.8734959,0.002491455,0.00001013096,0.00001528011,0.1173787,0.000005597329,2.180331e-7,0.0002228444,0.001761082,0.004541389],"study_design_scores_gemma":[0.0003515982,0.00002422696,0.5836856,0.001069046,0.000001649219,6.859603e-8,0.411863,0.00001889969,0.00001019546,0.000001058524,0.002918411,0.00005619722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835367,0.0005434778,7.950705e-7,0.0005011462,0.00009862592,0.0006688969,0.00009434689,0.000007255541,0.01454878],"genre_scores_gemma":[0.9949033,0.002251897,0.00005261872,0.00002518868,0.00001510041,9.236218e-7,0.000623256,0.000009805921,0.002117961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2944843,"threshold_uncertainty_score":0.9984952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494507228923742,"score_gpt":0.3362734538531736,"score_spread":0.3113283815639362,"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."}}