{"id":"W2972385240","doi":"10.1007/s40501-019-00188-6","title":"Self-Ratings of Personality Pathology: Insights Regarding Their Validity and Treatment Utility","year":2019,"lang":"en","type":"article","venue":"Current Treatment Options in Psychiatry","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Personality pathology; Psychology; Personality; Clinical psychology; Personality disorders; Trait; Intervention (counseling); Personality Assessment Inventory; Mood; Social psychology; Psychiatry","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":[0.01241677,0.0005382557,0.0009846471,0.001770402,0.0003940341,0.00169076,0.0007541591,0.0005652627,0.001272273],"category_scores_gemma":[0.03802393,0.0001800309,0.0006834342,0.00130637,0.001007327,0.001120095,0.0008261533,0.001080493,0.000287406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005448901,"about_ca_system_score_gemma":0.0006578859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001996766,"about_ca_topic_score_gemma":0.004325951,"domain_scores_codex":[0.993678,0.003587029,0.000564754,0.0003124178,0.001732583,0.0001252105],"domain_scores_gemma":[0.9668347,0.02188582,0.004081793,0.00164475,0.004988637,0.0005642683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008598777,0.0004634467,0.7986684,0.0004590836,0.0006621492,0.00008974591,0.001083926,0.0005778359,0.001252525,0.001496518,0.001153302,0.1932332],"study_design_scores_gemma":[0.0000597563,0.0008217239,0.9883449,0.0004267213,0.0002484502,0.0003318871,0.001683114,0.002462859,0.0006961434,0.002628332,0.002251413,0.00004474558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392562,0.02105117,0.006353307,0.001701118,0.0004288387,0.0002818092,0.001210345,0.00006002433,0.02965721],"genre_scores_gemma":[0.9906772,0.003962451,0.003735968,0.0002654929,0.0001116518,0.00007306661,0.0003909977,0.00001160268,0.0007716942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01241677,"threshold_uncertainty_score":0.06566691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05539551708300589,"score_gpt":0.3396152134605228,"score_spread":0.2842196963775169,"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."}}