{"id":"W2057490764","doi":"10.1007/s11920-000-0004-8","title":"Personality and the affective disorders: Past efforts, current models, and future directions","year":2000,"lang":"en","type":"review","venue":"Current Psychiatry Reports","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Psychology; Personality; Temperament; Personality disorders; Trait; Relation (database); Trait theory; Big Five personality traits; Clinical psychology; Social psychology","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":[0.001058866,0.001136489,0.002303666,0.0002740297,0.0006664322,0.0001359827,0.0002952407,0.0006075098,0.0004459594],"category_scores_gemma":[0.0000142887,0.0007721402,0.001098305,0.0005497196,0.0009602945,0.0001640598,0.0001297128,0.00190114,0.00002656985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006126931,"about_ca_system_score_gemma":0.0002540362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001554609,"about_ca_topic_score_gemma":0.0002816848,"domain_scores_codex":[0.9942313,0.001267186,0.001341559,0.001986346,0.0003925676,0.0007810036],"domain_scores_gemma":[0.9969766,0.000231653,0.001090571,0.001330507,0.00005714364,0.0003135204],"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":[0.00007695937,0.0006427053,0.001270528,0.003878715,0.0003475115,0.00001029444,0.001512473,1.664111e-7,2.831495e-10,0.008977637,0.01411957,0.9691634],"study_design_scores_gemma":[0.0009424041,0.00006205614,0.001371338,0.002091383,0.001633837,0.001973772,0.0002705622,0.000004803487,1.255896e-10,0.01161975,0.9792347,0.0007953899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002180635,0.9638407,0.00006939252,0.0009103168,0.02496686,0.002386286,0.0002386979,0.0001507442,0.007218961],"genre_scores_gemma":[0.00007279182,0.9939578,0.00002493464,0.00007625985,0.003985601,0.001169902,0.0003584481,0.0001085177,0.000245797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9683681,"threshold_uncertainty_score":0.999473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03667021720833111,"score_gpt":0.3596822487704431,"score_spread":0.323012031562112,"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."}}