{"id":"W2112173316","doi":"10.1521/pedi.2011.25.3.269","title":"The Current State of Personality Disorder Classification: Introduction to the Special Feature on the Classification","year":2011,"lang":"en","type":"article","venue":"Journal of Personality Disorders","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Citation; Personality; Psychology; Library science; Medicine; Psychoanalysis; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.003610018,0.000350002,0.0004175121,0.0001351512,0.0007528595,0.00007150295,0.001192457,0.0001163758,0.0007671634],"category_scores_gemma":[0.000445332,0.0001821607,0.000546489,0.0006867481,0.0008372187,0.0001474047,0.00005552861,0.001288088,0.00009186306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170161,"about_ca_system_score_gemma":0.0001633384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001764132,"about_ca_topic_score_gemma":0.001547922,"domain_scores_codex":[0.9956713,0.001482027,0.0009415086,0.0004883842,0.0009048181,0.0005119861],"domain_scores_gemma":[0.996617,0.0005551429,0.001201136,0.0009624813,0.0005101803,0.0001540906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003116828,0.001711676,0.02040355,0.00003897009,0.000418777,0.000002367923,0.05274066,0.00001795964,0.0001116493,0.04278256,0.413729,0.464926],"study_design_scores_gemma":[0.0005005906,0.0003564042,0.5752603,0.00001903009,0.00007655796,0.00002059359,0.01169622,0.00002881635,0.000003661869,0.006801442,0.4050634,0.0001728958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6776533,0.003446436,0.001651721,0.2948249,0.007575716,0.001105211,0.0001432522,0.00002632328,0.01357316],"genre_scores_gemma":[0.9914595,0.0007737179,0.00007471089,0.001338625,0.004650153,0.00008719111,0.00001586866,0.00004081393,0.001559377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5548568,"threshold_uncertainty_score":0.8399901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05873955849662402,"score_gpt":0.3305567220498845,"score_spread":0.2718171635532605,"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."}}