{"id":"W1491836315","doi":"10.5664/jcsm.27283","title":"Signs of Insomnia in Borderline Personality Disorder Individuals","year":2008,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Université Laval","funders":"Canadian Institutes of Health Research; National Alliance for Research on Schizophrenia and Depression","keywords":"Medicine; Insomnia; Borderline personality disorder; Clinical psychology; Personality; Psychiatry; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003700547,0.000202468,0.001298776,0.0003362522,0.00004589552,0.000001867035,0.0004026004,0.0004704107,0.003946607],"category_scores_gemma":[0.002647893,0.0001338012,0.0003140346,0.000563822,0.000840634,0.00009496482,0.00003984359,0.001427943,0.0000358056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001830957,"about_ca_system_score_gemma":0.0001097173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002897008,"about_ca_topic_score_gemma":0.00005045622,"domain_scores_codex":[0.9947876,0.0006225288,0.003332136,0.0002427268,0.0006889307,0.000326023],"domain_scores_gemma":[0.9958202,0.001784887,0.001520099,0.000295547,0.0002955374,0.0002837357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008285805,0.003153911,0.9420616,0.00001820336,0.0009007796,0.0002973799,0.003566496,0.00006112815,0.00003258691,0.0004176811,0.01163174,0.03702992],"study_design_scores_gemma":[0.02264402,0.003797092,0.9195706,0.0002084842,0.0003469537,0.0002288697,0.002337341,0.00003622231,0.000004401179,0.0007935463,0.04982976,0.0002027107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726926,0.006962647,0.0003599437,0.006390452,0.001761358,0.0001645868,0.000005512076,0.00001040314,0.01165248],"genre_scores_gemma":[0.9954493,0.001997153,0.0002483741,0.001204678,0.0007793634,0.000002333478,0.000006148978,0.00002194548,0.0002906697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03819802,"threshold_uncertainty_score":0.9969639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08248059571968178,"score_gpt":0.4263587318712439,"score_spread":0.3438781361515622,"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."}}