{"id":"W2887933370","doi":"10.14740/jocmr3512w","title":"Relationship Between Depression and Stress Coping Ability Among Residents in Japan: A Two-Year Longitudinal Study","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Coping (psychology); Center for Epidemiologic Studies Depression Scale; Longitudinal study; Depressive symptoms; Odds; Patient Health Questionnaire; Clinical psychology; Psychiatry; Family medicine; Gerontology; Logistic regression; Internal medicine; Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001051987,0.0003393427,0.0004534882,0.0006537875,0.001086485,0.0005995233,0.000400532,0.0007186154,0.0005305664],"category_scores_gemma":[0.001299231,0.0006290966,0.0005729841,0.0008075524,0.0003042525,0.000670088,0.0006749691,0.0009812331,0.0001964842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006231148,"about_ca_system_score_gemma":0.0006870581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02712365,"about_ca_topic_score_gemma":0.04242381,"domain_scores_codex":[0.999607,0.00008845104,0.00004164669,0.00009045219,0.0000630743,0.0001094575],"domain_scores_gemma":[0.9990187,0.00005829735,0.0002669212,0.00007290889,0.0001974598,0.000385787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004812162,0.0001037105,0.9986212,0.00000593802,0.00004132241,0.00008175738,0.0003730101,0.000007046209,0.0001328529,0.000003269681,0.00007833431,0.0005034626],"study_design_scores_gemma":[0.000007122878,0.0001292967,0.9990096,0.00000574632,0.00002547533,0.00007913381,0.0005777725,0.00005484257,0.00001466768,0.000004308674,0.00008823763,0.000003680297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996092,0.0001080324,0.00003933472,0.00004459852,0.000004829906,0.000009059944,0.0001211998,0.000001143499,0.00006263864],"genre_scores_gemma":[0.9991699,0.0001202159,0.0001059179,0.00008283929,0.00000922397,0.00002723982,0.0003121913,0.000001144561,0.0001713649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02712365,"threshold_uncertainty_score":0.05393159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5663820163842204,"score_gpt":0.6945935933551382,"score_spread":0.1282115769709178,"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."}}