{"id":"W1770502569","doi":"10.1111/hdi.12317","title":"Depressive symptom severity, contributing factors, and self‐management among chronic dialysis patients","year":2015,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research; National Institutes of Health","keywords":"Medicine; Suicidal ideation; Dialysis; Depression (economics); Quality of life (healthcare); Hemodialysis; Observational study; Depressive symptoms; Center for Epidemiologic Studies Depression Scale; Psychiatry; Internal medicine; Emergency medicine; Injury prevention; Poison control; Anxiety","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":[0.0009460277,0.0001486802,0.000405726,0.0006668065,0.0004939269,0.0006472971,0.0002129929,0.0003939239,0.0007002221],"category_scores_gemma":[0.003906077,0.0001804721,0.000535693,0.0007981395,0.0001651908,0.0003563837,0.0003956693,0.0005416705,0.00008784729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003172102,"about_ca_system_score_gemma":0.0002591758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004175002,"about_ca_topic_score_gemma":0.006193281,"domain_scores_codex":[0.9994447,0.000175492,0.0001369462,0.00005606525,0.0001292592,0.00005755348],"domain_scores_gemma":[0.9982573,0.0003013228,0.0008381712,0.00005947828,0.0001771296,0.0003666457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004714732,0.0000380957,0.9986985,0.000008408218,0.00003929551,0.00002557849,0.0000955293,0.00001761555,0.0000422283,0.000005792225,0.00005630814,0.0009255341],"study_design_scores_gemma":[0.000006610887,0.00006768599,0.9994561,0.000006848389,0.00001792532,0.00007987972,0.0001762975,0.0001003503,0.00001339654,0.00001190504,0.00006024763,0.000002761055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993007,0.0002976597,0.00001704709,0.00006987215,0.00000410295,0.000005726481,0.00009621789,0.000001395346,0.0002073106],"genre_scores_gemma":[0.9996885,0.0001049739,0.00002348882,0.00002889547,0.000005841791,0.00000372182,0.0001048308,3.813227e-7,0.00003932632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004175002,"threshold_uncertainty_score":0.008301437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009668938424893365,"score_gpt":0.2480479390513296,"score_spread":0.2383790006264363,"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."}}