{"id":"W3123636235","doi":"10.1017/s0954579420002151","title":"Childhood maltreatment, personality vulnerability profiles, and borderline personality disorder symptoms in adolescents","year":2021,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Psychology; Personality; Self-criticism; Mediation; Borderline personality disorder; Developmental psychology; Vulnerability (computing); Clinical psychology; Personality profile; Big Five personality traits; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009897787,0.0005642002,0.0007686978,0.000200607,0.0003062025,0.00005526641,0.0001961875,0.0004865633,0.001050939],"category_scores_gemma":[0.00006717389,0.0005614425,0.00009807292,0.000437697,0.000453891,0.0001189605,0.0001412761,0.0006530121,0.00006908269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007264046,"about_ca_system_score_gemma":0.0001709155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003317051,"about_ca_topic_score_gemma":0.001618217,"domain_scores_codex":[0.9954381,0.0009352486,0.0007861195,0.001667576,0.0002515671,0.0009214008],"domain_scores_gemma":[0.9987784,0.0000991877,0.0001797435,0.0005552132,0.0001097375,0.000277689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002834196,0.002053725,0.9139271,0.0001150374,0.00008417646,0.000321316,0.01155222,1.972676e-7,0.00006198306,0.001881424,0.0002997413,0.06941971],"study_design_scores_gemma":[0.004858439,0.0001434519,0.9628307,0.00008112667,0.00003514454,0.0007098617,0.002064461,0.000005302538,0.00001247743,0.0009903577,0.02768594,0.0005827287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789439,0.01028746,0.0001345169,0.001962665,0.0006982555,0.0005442896,0.00008600599,0.00008453713,0.007258326],"genre_scores_gemma":[0.9946599,0.0002273603,0.001067834,0.001848098,0.0001163961,0.0002684937,0.0002667881,0.00004571101,0.001499394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06883699,"threshold_uncertainty_score":0.9998623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746741800540239,"score_gpt":0.2967557939241299,"score_spread":0.2792883759187275,"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."}}