{"id":"W4403839799","doi":"10.1017/s0954579424001688","title":"Prediction of depressive symptoms in young adults by polygenic score and childhood maltreatment: Results from a population-based birth cohort","year":2024,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Concordia University; Université Laval; Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Depression (economics); Psychology; Retrospective cohort study; Poison control; Context (archaeology); Psychiatry; Prospective cohort study; Population; Clinical psychology; Injury prevention; Suicide prevention; Medicine; Internal medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001453857,0.0004007293,0.0003694357,0.0008247587,0.0008074613,0.0008769476,0.0007001077,0.0006184684,0.001619886],"category_scores_gemma":[0.002455642,0.0004369171,0.001017081,0.001193531,0.0003416934,0.0003493179,0.0005876256,0.0007985442,0.0002482081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007420626,"about_ca_system_score_gemma":0.0007840657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2372786,"about_ca_topic_score_gemma":0.2258449,"domain_scores_codex":[0.9993616,0.0002213107,0.00005264477,0.0001635484,0.0001025439,0.00009840272],"domain_scores_gemma":[0.9985684,0.0002492247,0.0003841516,0.0002520442,0.0002452441,0.000300985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000319518,0.00001364201,0.9993574,0.000002640799,0.00007618146,0.00002480012,0.00004810064,0.00001976026,0.00008396537,0.000007652315,0.00005529965,0.0002786531],"study_design_scores_gemma":[0.000002704705,0.00002224005,0.9996642,0.000003213598,0.0000240004,0.00002913403,0.00007814103,0.0001142841,0.0000130836,0.00000601798,0.00004130904,0.000001598667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981792,0.0001992405,0.000205119,0.00005050812,0.000008075097,0.00001946504,0.001136388,0.00000434038,0.0001976543],"genre_scores_gemma":[0.9988696,0.0001239018,0.0001264822,0.00002695403,0.000004397499,0.00001514192,0.0006466685,0.000002340205,0.0001844584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2372786,"threshold_uncertainty_score":0.471795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009449197057729187,"score_gpt":0.2360759453328967,"score_spread":0.2266267482751676,"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."}}