{"id":"W2059260011","doi":"10.1155/2013/451708","title":"Pattern of Change of Depressive Disorder over a One-Year Period among Community-Dwelling Older Adults in Québec","year":2013,"lang":"en","type":"article","venue":"Depression Research and Treatment","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal; Université du Québec à Trois-Rivières; Hôpital Charles-Le Moyne","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Period (music); Depressive symptoms; Demography; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0004544781,0.0001830657,0.0002880956,0.0009710343,0.00070144,0.0006061889,0.0005067799,0.0004872276,0.0009744328],"category_scores_gemma":[0.001345604,0.0001325863,0.0003286917,0.001212776,0.0003113339,0.0003416797,0.0003793874,0.0004498051,0.000158345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00363233,"about_ca_system_score_gemma":0.001537126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7510359,"about_ca_topic_score_gemma":0.8382325,"domain_scores_codex":[0.9997328,0.00004548997,0.00002714031,0.00004716569,0.00006383112,0.00008353285],"domain_scores_gemma":[0.9988167,0.0000979083,0.0004227794,0.00003407596,0.0003815767,0.0002468744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006306405,0.00002394883,0.9976057,0.000009199804,0.00003562674,0.00004909485,0.0001495086,0.00003431055,0.0001203167,0.000006462003,0.0002085474,0.001694191],"study_design_scores_gemma":[0.000001087019,0.00001607094,0.9997382,0.00000273227,0.000003511015,0.0000182631,0.0001053953,0.00005291991,0.00000607667,0.000001233956,0.00005323684,0.000001308333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980185,0.0003816335,0.00005139426,0.00009579577,0.00000620764,0.00001149603,0.001073978,0.000006574275,0.0003544525],"genre_scores_gemma":[0.9988012,0.0001221445,0.00004756865,0.00003551956,0.000003737894,0.000007847544,0.0007151638,0.000001108404,0.0002657385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2489641,"threshold_uncertainty_score":0.5008606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06258587567818816,"score_gpt":0.3574285007193362,"score_spread":0.294842625041148,"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."}}