{"id":"W4413920634","doi":"10.22215/cujs.v5i1.5284","title":"Depressive Symptom Heterogeneity and Inflammation: The Moderating Role of Early-Life Trauma","year":2025,"lang":"en","type":"article","venue":"Carleton undergraduate journal of science.","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Depressive symptoms; Psychology; Inflammation; Clinical psychology; Medicine; Psychiatry; Internal medicine; Anxiety","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":[0.002251711,0.0003588673,0.000636675,0.0004847001,0.0004549441,0.001154909,0.0004785022,0.00039713,0.001597012],"category_scores_gemma":[0.008328375,0.0002559586,0.0006884686,0.0007060875,0.0004226688,0.0006219901,0.001070723,0.0008940912,0.00008739118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002821492,"about_ca_system_score_gemma":0.0004745574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003524291,"about_ca_topic_score_gemma":0.005054288,"domain_scores_codex":[0.9984384,0.000839134,0.0001192121,0.0002251505,0.0001810398,0.0001969719],"domain_scores_gemma":[0.9963672,0.00139162,0.001194209,0.0003536624,0.0001846617,0.0005085881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004524639,0.000102073,0.9906184,0.00006479697,0.0006388198,0.0001396778,0.0004259004,0.0001000614,0.0006703073,0.0001350705,0.0001473994,0.006505027],"study_design_scores_gemma":[0.000007048799,0.00009423268,0.9990587,0.00001422973,0.00007846188,0.00009416269,0.000198306,0.0001542038,0.00004672015,0.0001449799,0.0001055395,0.00000352694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996707,0.001607488,0.0005690791,0.000343685,0.000020692,0.00003877512,0.0002074943,0.000004479873,0.0005012713],"genre_scores_gemma":[0.9992303,0.0002676691,0.0001858849,0.00006139644,0.00002049095,0.00001695334,0.0001078284,0.000001813015,0.0001076786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003524291,"threshold_uncertainty_score":0.01190835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718501390137146,"score_gpt":0.2679109700995727,"score_spread":0.2507259561982012,"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."}}