{"id":"W4415381925","doi":"10.1177/07067437251387542","title":"Home Care Services Use in Older Adults Living with Severe Mental Illness: Care Patterns Variations Before and After an Incident Dementia Diagnosis: Utilisation des services de soins à domicile chez les personnes âgées atteintes de troubles de santé mentale graves : Variation des modèles de soins avant et après un diagnostic de trouble neurocognitif","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé","keywords":"Dementia; Health care; Emergency department; Cohort; Mental health; Retrospective cohort study; Population; Cohort study; Health services","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007130335,0.0002865337,0.0002868951,0.001307894,0.000767027,0.0009908471,0.0007612337,0.0005955963,0.001264465],"category_scores_gemma":[0.001806364,0.0002513027,0.0007473386,0.002125561,0.000375019,0.000717014,0.0009012535,0.0004926602,0.0001997828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003353648,"about_ca_system_score_gemma":0.001720306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5803524,"about_ca_topic_score_gemma":0.6768271,"domain_scores_codex":[0.9995044,0.00007817684,0.00007820383,0.0001105319,0.00009910491,0.0001295386],"domain_scores_gemma":[0.9987155,0.0001021604,0.0006390793,0.00005477813,0.000269649,0.0002187561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002574224,0.00001656866,0.9990141,0.000007213508,0.00002999847,0.00001610917,0.0002314812,0.00002497544,0.00004886337,0.000006906158,0.00006709673,0.0005108984],"study_design_scores_gemma":[0.000001155769,0.00001200707,0.9995416,0.000005985964,0.000004415373,0.00001704384,0.0002975114,0.00006925694,0.000006747925,0.000001926144,0.00004089727,0.000001480488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981152,0.0002041274,0.00004514815,0.00004510245,0.000002981188,0.00001796044,0.001342854,0.000002222132,0.0002245607],"genre_scores_gemma":[0.9987295,0.0001275237,0.0000643352,0.00002579545,0.000003350872,0.00001661247,0.0008968784,0.00000100423,0.0001349089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5803524,"threshold_uncertainty_score":0.8442379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159258045833747,"score_gpt":0.24742552765011,"score_spread":0.2358329471917725,"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."}}