{"id":"W4412891041","doi":"10.1080/13607863.2025.2541190","title":"Mental health service use and suicide risk after a dementia diagnosis: a population-based retrospective matched cohort study","year":2025,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Bruyère","funders":"Canadian Institutes of Health Research","keywords":"Dementia; Retrospective cohort study; Medicine; Mental health; Cohort; Mental health service; Psychiatry; Cohort study; Suicide prevention; Occupational safety and health; Population; Poison control; Medical emergency; Gerontology; Psychology; Environmental health; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000971273,0.0003787146,0.0003879903,0.001337028,0.000660591,0.0008006133,0.000426137,0.000630851,0.001296677],"category_scores_gemma":[0.002067597,0.00063278,0.0009390871,0.001363614,0.000257928,0.0007023076,0.0005112849,0.0006669606,0.0002666166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361068,"about_ca_system_score_gemma":0.0003992774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01373878,"about_ca_topic_score_gemma":0.01588085,"domain_scores_codex":[0.9993999,0.0001476913,0.0000812696,0.000164314,0.00009490069,0.0001118442],"domain_scores_gemma":[0.9989859,0.0001107441,0.0004649955,0.0001303428,0.0001229967,0.0001848864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002251943,0.000106875,0.9987307,0.000008505554,0.0002433039,0.00006486844,0.00005874342,0.0000156983,0.00008453287,0.00001012066,0.00005842413,0.0003930235],"study_design_scores_gemma":[0.00004269165,0.0003039521,0.9987276,0.000008422709,0.0001321804,0.0002026873,0.0002313733,0.000149847,0.00004106782,0.00001872817,0.0001360089,0.000005442089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990332,0.0001853275,0.00008225944,0.00001730068,0.00000967833,0.00002912425,0.0004513905,0.000002600621,0.000189111],"genre_scores_gemma":[0.9991696,0.0001314601,0.00009966845,0.00003439929,0.00001440118,0.00002403226,0.0003881613,0.000001323158,0.0001369629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01373878,"threshold_uncertainty_score":0.02731764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215600163165979,"score_gpt":0.352473493708005,"score_spread":0.3309134773914071,"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."}}