{"id":"W2956577329","doi":"10.1177/0898264319861001","title":"Genes, Childhood Trauma, and Late Life Depressive Symptoms","year":2019,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Psychosocial; Multinomial logistic regression; Depression (economics); Psychology; Clinical psychology; Physical abuse; Poison control; Injury prevention; Psychiatry; Substance abuse; Occupational safety and health; Medicine; Child abuse; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003281472,0.00009028562,0.0002750511,0.0001006198,0.00008809105,0.00002946387,0.00006081262,0.00004637733,0.0001184873],"category_scores_gemma":[0.000003164287,0.00007032717,0.00004471997,0.0000471534,0.00002013812,0.00007703129,0.00001443908,0.0002723375,0.0000171187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001340703,"about_ca_system_score_gemma":0.00006818132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009375945,"about_ca_topic_score_gemma":0.00001142939,"domain_scores_codex":[0.999202,0.0000558954,0.0003024813,0.0001308843,0.0001016004,0.00020717],"domain_scores_gemma":[0.9992988,0.00004397627,0.0002832503,0.0001043001,0.00002863226,0.0002410966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005058678,0.0001784167,0.7442049,0.00008227895,0.0002727413,0.00004273933,0.01462484,0.00001503662,0.00001429556,0.000839513,0.002534357,0.2371403],"study_design_scores_gemma":[0.001971032,0.0003448621,0.9934973,0.0001672892,0.00002312523,0.00041378,0.0002963654,0.000006949924,0.00000934496,0.000179421,0.003015096,0.00007548923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630025,0.03147454,0.00001534873,0.003638649,0.0004164399,0.00008082873,0.000002399268,0.000009384704,0.001359929],"genre_scores_gemma":[0.9952767,0.001819956,0.00006972337,0.002249458,0.0003423859,4.019433e-7,6.316449e-7,0.00001205709,0.0002286796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2492923,"threshold_uncertainty_score":0.2867858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011763580035615,"score_gpt":0.3124506987586597,"score_spread":0.2923330629583036,"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."}}