{"id":"W4362671290","doi":"10.3389/fpsyt.2023.1175425","title":"Cross-walking personality disorder types to ICD-11 trait domains: An overview of current findings","year":2023,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trait; Categorical variable; Personality; Psychology; Research Domain Criteria; Clinical psychology; Mental health; Psychiatry; Social psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005052363,0.0008712382,0.001737762,0.007311463,0.0003922509,0.001850089,0.001049549,0.0006715446,0.002941917],"category_scores_gemma":[0.01008206,0.0003910139,0.001737182,0.007417977,0.0008130946,0.002094919,0.001566863,0.001400842,0.0005385474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001407133,"about_ca_system_score_gemma":0.003386002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004339728,"about_ca_topic_score_gemma":0.006041878,"domain_scores_codex":[0.9982659,0.0004690207,0.0004865611,0.0003342772,0.0003697256,0.00007444946],"domain_scores_gemma":[0.9922366,0.005948138,0.0007500397,0.0001806195,0.0007700259,0.0001146691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008548461,0.00002987879,0.003723097,0.06889883,0.0006107949,0.0001626435,0.0005912557,0.0001714961,0.0002280731,0.003763863,0.007974405,0.9137602],"study_design_scores_gemma":[0.0000639485,0.0002745036,0.06580409,0.2484529,0.004567558,0.00474762,0.002962412,0.0004250564,0.0005439969,0.01168193,0.6603587,0.0001173158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004052373,0.9981905,0.00027075,0.0003593317,0.0001355177,0.00001220344,0.00005945019,0.000006123532,0.0005609393],"genre_scores_gemma":[0.004744975,0.9936221,0.0008462435,0.0003680781,0.0001338037,0.00002822685,0.0001393532,0.000004336305,0.0001129128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007311463,"threshold_uncertainty_score":0.02671975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09900061631650392,"score_gpt":0.4445690052330297,"score_spread":0.3455683889165258,"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."}}