{"id":"W2913644020","doi":"10.3389/fpsyt.2019.00019","title":"Relationship Between Depression and Subtypes of Early Life Stress in Adult Psychiatric Patients","year":2019,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College","funders":"King's College London; Academy of Medical Sciences; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Psychiatry; Depression (economics); Sexual abuse; CTQ tree; Psychological abuse; Medicine; Clinical psychology; Beck Hopelessness Scale; Neglect; Logistic regression; Beck Depression Inventory; Psychology; Poison control; Injury prevention; Domestic violence; Anxiety; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000132738,0.000166238,0.0003211012,0.0005221059,0.00003191485,0.00001100613,0.0001926617,0.0002452241,0.00005764436],"category_scores_gemma":[0.00003257192,0.0001643236,0.00005885211,0.0004949091,0.00004304918,0.0001337058,0.00003278024,0.0003651195,0.00004256577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001878353,"about_ca_system_score_gemma":0.00003851316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002356346,"about_ca_topic_score_gemma":0.0001490367,"domain_scores_codex":[0.9985182,0.0001260076,0.0004975612,0.0004127696,0.000174815,0.0002706817],"domain_scores_gemma":[0.999231,0.00008159636,0.0001885558,0.0003812616,0.00003107625,0.00008653331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002230653,0.0002979584,0.9885942,0.00007205913,0.00002557271,4.348322e-7,0.001082103,0.000004793991,1.489818e-7,0.001064906,0.006805182,0.001829537],"study_design_scores_gemma":[0.003610219,0.0001333023,0.9926735,0.0001189784,0.00002430372,2.314957e-7,0.0005203823,0.000005282106,0.000001667334,0.002694065,0.00004731959,0.0001707656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863321,0.001987007,0.00004900795,0.00014077,0.006555728,0.0004052963,0.00003967698,0.00002122068,0.004469255],"genre_scores_gemma":[0.9978488,0.00001874871,0.001732152,0.00008160368,0.0001408872,0.00001262132,0.00002765798,0.00002621237,0.0001113127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01151677,"threshold_uncertainty_score":0.6700921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00877613136061325,"score_gpt":0.2526030998517717,"score_spread":0.2438269684911584,"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."}}