{"id":"W4409281437","doi":"10.1016/j.biopsych.2025.02.216","title":"26. Lower Birth Weight Predicts Unfavorable Adolescent Immune-Metabolic Trajectory Leading to Adult Depression Onset: Longitudinal Evidence From the ALSPAC Cohort","year":2025,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Longitudinal study; Depression (economics); Cohort; Medicine; Cohort study; Psychology; Pediatrics; Demography; Internal medicine","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":[0.001456014,0.0005028103,0.0003686759,0.0006572849,0.0009127346,0.001414366,0.0008512241,0.001075985,0.003589511],"category_scores_gemma":[0.004414585,0.0006274075,0.001011338,0.001166968,0.0002745018,0.0006769,0.0006245908,0.00166206,0.0005973303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000367702,"about_ca_system_score_gemma":0.0008035448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04817671,"about_ca_topic_score_gemma":0.04885782,"domain_scores_codex":[0.999437,0.0001345917,0.00004725158,0.0002023386,0.00006138684,0.0001173911],"domain_scores_gemma":[0.9974579,0.0003002348,0.001008893,0.0003676225,0.0003524386,0.0005128561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002189641,0.00004936141,0.9962537,0.00001707858,0.0003088017,0.00007037544,0.00008039166,0.00006084791,0.0001159555,0.00008819081,0.0005863765,0.002149951],"study_design_scores_gemma":[0.000013083,0.0000468698,0.9992229,0.00001688597,0.0001569086,0.00005186223,0.00007131451,0.00007166337,0.00002461226,0.00004967396,0.0002700146,0.000004090402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897498,0.002556108,0.000310594,0.0005966467,0.0001090574,0.00002115006,0.00502377,0.00002266081,0.001610288],"genre_scores_gemma":[0.9934787,0.001418437,0.000369544,0.0001676472,0.0000535136,0.00004355175,0.002895493,0.00001411871,0.001559008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04817671,"threshold_uncertainty_score":0.09579259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332822515780578,"score_gpt":0.3120089177078747,"score_spread":0.2786806925500689,"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."}}