{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003107654,0.0001376394,0.0002631495,0.0005001072,0.0002623979,0.0003726645,0.0001512886,0.0002593268,0.001167007],"category_scores_gemma":[0.00178916,0.000134189,0.0002059245,0.0005245196,0.0001837121,0.0001943349,0.000263452,0.0004054327,0.00008698702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550646,"about_ca_system_score_gemma":0.000137336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083974,"about_ca_topic_score_gemma":0.002101517,"domain_scores_codex":[0.9997215,0.0001054966,0.00004078326,0.00003349407,0.00005280469,0.00004597623],"domain_scores_gemma":[0.9989053,0.0002001883,0.0005853856,0.00003691581,0.000071856,0.0002004397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004712938,0.00001716135,0.9986849,0.000005585855,0.00002256023,0.00006047517,0.00006281614,0.00000765171,0.00007139871,0.000008976255,0.00002195213,0.0009893167],"study_design_scores_gemma":[0.000002422634,0.00004378701,0.9993314,0.000004586357,0.00000844183,0.0003536482,0.0001572623,0.00002755286,0.00001397715,0.00001299172,0.00004287932,0.000001063398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992888,0.0003323787,0.00002342591,0.00004108686,0.000003152813,0.000003796604,0.00004504288,7.254312e-7,0.0002615619],"genre_scores_gemma":[0.9997398,0.0001352778,0.00002029785,0.00001212472,0.000006513826,0.000002125409,0.00004208505,2.353066e-7,0.00004143926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001167007,"threshold_uncertainty_score":0.003903985,"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."}}