{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009467813,0.000322692,0.0006149357,0.0002195459,0.0008598402,0.00008271398,0.0001270352,0.00005361983,0.0001800366],"category_scores_gemma":[0.00001979087,0.0003220923,0.00007070414,0.0004665889,0.00003757633,0.0001601674,0.000134607,0.0002842797,0.0000282097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007930479,"about_ca_system_score_gemma":0.0001192832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1530418,"about_ca_topic_score_gemma":0.04520287,"domain_scores_codex":[0.9969451,0.000636306,0.0006464287,0.0007833147,0.0003231151,0.0006657134],"domain_scores_gemma":[0.9988573,0.000171044,0.0003073367,0.0004152578,0.00005995433,0.0001891626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002239738,0.0007126235,0.9762441,0.00007628259,0.0006266675,0.000006860436,0.01722086,0.000001143622,6.92633e-7,0.00004114793,0.004004396,0.0008412636],"study_design_scores_gemma":[0.00245918,0.0003979894,0.9852958,0.0001026753,0.0001073612,0.000002450822,0.01107939,0.00004799136,0.000003738946,0.00008218675,0.000209158,0.0002120246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812544,0.005237221,0.00003146542,0.009491774,0.000717893,0.002759292,0.0002851538,0.0001539779,0.00006879957],"genre_scores_gemma":[0.9802027,0.0003863355,0.000249257,0.01800062,0.00004312323,0.0007993325,0.0001843301,0.00003451489,0.00009974725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1078389,"threshold_uncertainty_score":0.9999231,"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."}}