{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006969496,0.0001895719,0.0001342287,0.0003551427,0.0002522921,0.000464563,0.0001864066,0.0001916675,0.001880549],"category_scores_gemma":[0.002407845,0.0001630991,0.0001833954,0.0003880016,0.0003861308,0.0002127514,0.0003072245,0.0003284214,0.0001005511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268553,"about_ca_system_score_gemma":0.0002316924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003672341,"about_ca_topic_score_gemma":0.004981906,"domain_scores_codex":[0.99972,0.0001513734,0.00002168009,0.00003876995,0.00003132221,0.00003681968],"domain_scores_gemma":[0.9985822,0.000379859,0.0006545777,0.00008400888,0.00007824427,0.0002210572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003612249,0.00002509966,0.9985257,0.000004841166,0.00004744532,0.00003655697,0.00007913524,0.00003573667,0.0001216014,0.00004930282,0.00002951053,0.001008917],"study_design_scores_gemma":[0.000001961607,0.00004013023,0.999472,0.000006401168,0.00001656323,0.000114837,0.0001039878,0.00007045877,0.00005173465,0.00006263572,0.00005809354,0.000001128467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994522,0.0001841077,0.00004997877,0.00005807356,0.00000168391,0.000002234864,0.00007684316,0.000001146132,0.0001737804],"genre_scores_gemma":[0.9996811,0.00009741329,0.00006127091,0.00001167016,0.000001965381,0.000002042792,0.00005831376,4.8893e-7,0.00008580965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003672341,"threshold_uncertainty_score":0.007301927,"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."}}