{"id":"W4391108618","doi":"10.3389/fpsyg.2024.1330483","title":"Isolating unique variance in mental health outcomes attributable to personality variables and childhood emotional abuse","year":2024,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychology; Anxiety; Anxiety sensitivity; Alexithymia; Clinical psychology; Mental health; Psychological abuse; Personality; Depression (economics); Big Five personality traits; Physical abuse; Child abuse; Psychiatry; Poison control; Suicide prevention; Developmental psychology; Medicine; Social psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001507689,0.0003507132,0.0007393979,0.0006492176,0.0001260617,0.00005290631,0.0003013412,0.0003432105,0.0005265038],"category_scores_gemma":[0.00004908767,0.0003581214,0.00009794369,0.0008696528,0.0001748892,0.0001551941,0.00005182972,0.0007131569,0.00005890094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001773753,"about_ca_system_score_gemma":0.00009921289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007741931,"about_ca_topic_score_gemma":0.0004866078,"domain_scores_codex":[0.9963387,0.0007012209,0.0006884451,0.001192763,0.0001671764,0.0009116684],"domain_scores_gemma":[0.9991365,0.0001360602,0.00009149806,0.0004128538,0.0000214575,0.0002016049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002134332,0.0006914116,0.8234896,0.00006349623,0.0001246581,0.00009902418,0.0310798,0.0000117925,0.00002808141,0.01035894,0.1015597,0.03228008],"study_design_scores_gemma":[0.002271743,0.0002866659,0.9041156,0.0001791764,0.000008269224,0.0002234955,0.002465266,0.0003086304,3.908429e-7,0.01963677,0.07008328,0.0004206764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7199115,0.02640399,0.148055,0.06931546,0.01803247,0.001871461,0.000808759,0.0003054393,0.01529587],"genre_scores_gemma":[0.867539,0.001754263,0.08669754,0.04041857,0.0004545228,0.0004713185,0.0003163138,0.0001663343,0.002182107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1476275,"threshold_uncertainty_score":0.999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194317306314945,"score_gpt":0.3435715660380927,"score_spread":0.3241398354065982,"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."}}