{"id":"W2015577091","doi":"10.1080/10673220216230","title":"The Overlap Of Depressive Personality Disorder and Dysthymia: A Categorical Problem With a Dimensional Solution","year":2002,"lang":"en","type":"review","venue":"Harvard Review of Psychiatry","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; University of British Columbia","funders":"","keywords":"Construct (python library); Psychology; Personality; Dysthymic Disorder; Personality disorders; Mood; Sadistic personality disorder; Categorical variable; Clinical psychology; DSM-5; Self-transcendence; Big Five personality traits; Major depressive disorder; Social psychology; Big Five personality traits and culture","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":[0.0009472187,0.0006723263,0.002742208,0.0001075977,0.0002273656,0.00001716187,0.0005205101,0.0004998651,0.0008567947],"category_scores_gemma":[0.00005076146,0.0003824165,0.0008698406,0.0005220146,0.0007598552,0.00006086197,0.0001120841,0.0008103472,0.0001000441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003775709,"about_ca_system_score_gemma":0.0003243728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001925851,"about_ca_topic_score_gemma":0.0001453654,"domain_scores_codex":[0.9953071,0.001204032,0.001541001,0.0008697644,0.0005496493,0.0005284168],"domain_scores_gemma":[0.9964358,0.0003756136,0.00183528,0.000999121,0.0002085562,0.0001456473],"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":[0.0001305192,0.001033883,0.001980945,0.2152975,0.001361466,0.00001600977,0.0002491963,9.818108e-8,8.269333e-8,0.02667041,0.05188358,0.7013763],"study_design_scores_gemma":[0.0006669924,0.0003135311,0.0005463428,0.04874725,0.001944354,0.0006150429,0.00007001291,0.000001379977,4.287057e-9,0.0005662838,0.9461122,0.0004166771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002050776,0.9923995,0.00009358009,0.0008111427,0.0008068432,0.001814267,0.0002232232,0.00002332493,0.00380766],"genre_scores_gemma":[0.00001463378,0.9976142,0.0006622768,0.0002918328,0.0001780703,0.0004767843,0.0001101154,0.00006737435,0.0005846862],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8942285,"threshold_uncertainty_score":0.9998628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206498988632373,"score_gpt":0.316807652697873,"score_spread":0.2947426628115493,"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."}}