{"id":"W3215896443","doi":"10.1177/07067437211055430","title":"Perceived Need for Mental Health Care and Associated Factors and Outcomes in Older Adults Consulting in Primary Care","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Mental health; Quality of life (healthcare); Gerontology; Health care; Cognition; Multinomial logistic regression; Cohort; Family medicine; Psychiatry; Nursing","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":[0.0008428178,0.0002328792,0.0003792365,0.0007569469,0.0008139698,0.0009236702,0.0004880334,0.0006568165,0.001506644],"category_scores_gemma":[0.003592732,0.000227684,0.0005353931,0.001122009,0.000336197,0.0004400759,0.0005649686,0.0008516216,0.000147342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001891686,"about_ca_system_score_gemma":0.001183373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2325567,"about_ca_topic_score_gemma":0.3794334,"domain_scores_codex":[0.9994956,0.0001015012,0.0000555849,0.00006796286,0.0001550698,0.0001242874],"domain_scores_gemma":[0.9977304,0.000227129,0.001093371,0.0000622954,0.0003504163,0.0005363868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001397989,0.00003489137,0.9993578,0.000007027654,0.00002323748,0.00002145278,0.00008035624,0.000009900246,0.00001751691,0.000002736398,0.0000660193,0.0003651723],"study_design_scores_gemma":[0.000001951909,0.00002953813,0.9996427,0.000007220271,0.000006533387,0.0000312452,0.0001908176,0.00004772515,0.000003800464,0.000003025674,0.00003429279,0.00000114953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988015,0.0003103524,0.00001779198,0.0001203973,0.000005199808,0.00001869179,0.0004362146,0.000002077854,0.000287805],"genre_scores_gemma":[0.9993512,0.0001157551,0.00003941419,0.00006288964,0.00000665937,0.000009640759,0.0003117186,4.907336e-7,0.0001022524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2325567,"threshold_uncertainty_score":0.4624062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550194788114167,"score_gpt":0.3146952440603863,"score_spread":0.2991932961792446,"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."}}