{"id":"W4409046467","doi":"10.1186/s12888-025-06743-1","title":"The trajectory of depressive symptoms and the association with quality of life and suicidal ideation in patients with major depressive disorder","year":2025,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Suicidal ideation; Association (psychology); Depressive symptoms; Major depressive disorder; Psychiatry; Clinical psychology; Psychology; Ideation; Depression (economics); Quality of life (healthcare); Suicide prevention; Poison control; Medicine; Psychotherapist; Medical emergency; Anxiety; Cognition","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000778205,0.0001602445,0.000199872,0.0004755031,0.0003520848,0.0005716191,0.0002683654,0.0002637023,0.0008123158],"category_scores_gemma":[0.002947448,0.0001571837,0.0004474506,0.0006557219,0.0001476869,0.0003392321,0.0004537937,0.0006532419,0.0001137799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004322116,"about_ca_system_score_gemma":0.0004394664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006043508,"about_ca_topic_score_gemma":0.008162203,"domain_scores_codex":[0.9997309,0.00008963955,0.00004327032,0.00003845626,0.00004455884,0.00005319443],"domain_scores_gemma":[0.9989169,0.0001513271,0.0005486471,0.00005210767,0.0001272629,0.0002038056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006820147,0.00001815603,0.9985446,0.000005288736,0.00002939155,0.00001797432,0.00005011768,0.00005416445,0.00003231224,0.00001442678,0.00005227981,0.001113186],"study_design_scores_gemma":[0.000005701361,0.0000561232,0.9989532,0.00001109644,0.00001715858,0.00007183512,0.000180468,0.0005526579,0.0000174469,0.00005987865,0.00007154108,0.000002886833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992775,0.0002045353,0.00006822126,0.00009500588,0.000003415988,0.000007439973,0.0002040753,0.000001486382,0.0001382753],"genre_scores_gemma":[0.9995358,0.00008794311,0.00006204269,0.00001284876,0.000002144656,0.000004938996,0.0002537787,5.507241e-7,0.00003994386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006043508,"threshold_uncertainty_score":0.01201665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00809980522811778,"score_gpt":0.2720228685325539,"score_spread":0.2639230633044361,"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."}}