{"id":"W3179819590","doi":"10.1111/hdi.12967","title":"Depression of caregivers is significantly associated with depression and hospitalization of hemodialysis patients","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Depression (economics); Confounding; Hospital Anxiety and Depression Scale; Logistic regression; Psychological intervention; Anxiety; Cross-sectional study; Internal medicine; Emergency medicine; Psychiatry","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":[0.0003774268,0.0001458032,0.0001973631,0.0002758892,0.0003515345,0.0003240322,0.0001576003,0.0001849864,0.001854105],"category_scores_gemma":[0.002518248,0.0001305834,0.0002214305,0.0003041777,0.0001405534,0.0001403227,0.0002349256,0.0004143997,0.00009714134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001862394,"about_ca_system_score_gemma":0.0002827645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002416582,"about_ca_topic_score_gemma":0.003115739,"domain_scores_codex":[0.9997136,0.0001026185,0.00003656351,0.00003804499,0.00006120744,0.00004789354],"domain_scores_gemma":[0.9985636,0.0002180934,0.0007513348,0.00004646001,0.0001571176,0.0002633221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002854008,0.0000129629,0.9989799,0.000005255246,0.00001723711,0.00003529146,0.00002706688,0.0000052547,0.00003712465,0.000003840474,0.00005393456,0.0007936336],"study_design_scores_gemma":[0.000002728391,0.00002405363,0.9993953,0.00001041359,0.00001512878,0.0002793378,0.00009134557,0.00005244849,0.00002652658,0.00001290627,0.0000886581,0.000001091578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988824,0.0005925243,0.00004603233,0.0001006357,0.000009271065,0.000003228884,0.00008256058,0.00000131586,0.0002820728],"genre_scores_gemma":[0.9997444,0.0001256793,0.00002720699,0.00001467857,0.000007107102,0.000001511692,0.00003989105,1.900224e-7,0.00003932852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002416582,"threshold_uncertainty_score":0.006202579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006914637116077836,"score_gpt":0.229905792042539,"score_spread":0.2229911549264612,"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."}}