{"id":"W4413297503","doi":"10.3389/fpsyt.2025.1634899","title":"Longitudinal association between somatic symptoms and suicidal ideation in adults with major depressive disorder","year":2025,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Brain and Cognition Discovery Foundation","funders":"Sun Yat-sen University; Sanming Project of Medicine in Shenzhen; National Natural Science Foundation of China","keywords":"Suicidal ideation; Major depressive disorder; Association (psychology); Psychiatry; Depressive symptoms; Clinical psychology; Somatic cell; Depression (economics); Psychology; Medicine; Longitudinal study; Suicide prevention; Poison control; Anxiety; Psychotherapist; Mood; Medical emergency","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":[0.001504364,0.0001911882,0.0002496892,0.0004885254,0.000293562,0.0004307997,0.0002445546,0.000290777,0.0008188838],"category_scores_gemma":[0.003606904,0.0002129649,0.0007191265,0.0006596511,0.0001278112,0.0003095572,0.0003952949,0.0007796157,0.00009243946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002772578,"about_ca_system_score_gemma":0.0003747736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00512336,"about_ca_topic_score_gemma":0.008568581,"domain_scores_codex":[0.9995394,0.0001807341,0.00007659261,0.00007853213,0.00006481178,0.00005996409],"domain_scores_gemma":[0.9980744,0.0002639772,0.0009608484,0.0001195571,0.0003533874,0.0002278357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005242617,0.00001336716,0.9987556,0.000008594824,0.00008827133,0.00001454579,0.00003415834,0.00001629152,0.00003319428,0.00000735987,0.00006069427,0.0009153748],"study_design_scores_gemma":[0.000005855923,0.00005948143,0.9994839,0.000009819366,0.00006375757,0.00007046854,0.00007957127,0.0001222962,0.00001544301,0.00002182793,0.00006563419,0.000001773203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982163,0.0009205957,0.0001000851,0.0001425653,0.00001007147,0.00000907499,0.000412346,0.000003153628,0.0001857756],"genre_scores_gemma":[0.9991475,0.000242692,0.00008986612,0.00003842055,0.000008670908,0.000009239575,0.0003950009,6.454259e-7,0.00006791665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00512336,"threshold_uncertainty_score":0.01018703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005286265667602962,"score_gpt":0.2603584569618906,"score_spread":0.2550721912942877,"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."}}