{"id":"W2120271442","doi":"10.2215/cjn.00220114","title":"Associations of Depressive Symptoms and Pain with Dialysis Adherence, Health Resource Utilization, and Mortality in Patients Receiving Chronic Hemodialysis","year":2014,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Medicine; Hemodialysis; Rate ratio; Dialysis; Confidence interval; Poisson regression; Emergency department; Chronic pain; Internal medicine; Physical therapy; Emergency medicine; Population; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001945809,0.000187729,0.0004091084,0.0004300862,0.0003792643,0.0005790077,0.0003670788,0.0004302004,0.0007216143],"category_scores_gemma":[0.005987722,0.0002402925,0.0005740908,0.0006611213,0.0002270778,0.0003589761,0.0004990572,0.000919187,0.0000602788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000353125,"about_ca_system_score_gemma":0.0004185674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00359007,"about_ca_topic_score_gemma":0.004025117,"domain_scores_codex":[0.998845,0.0005114868,0.0001721516,0.0001315689,0.0002128111,0.0001269268],"domain_scores_gemma":[0.9962775,0.000805372,0.001991971,0.0001656593,0.0003216124,0.0004378911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004456721,0.00003396394,0.9992495,0.000005132079,0.00005309423,0.00000726454,0.0000177068,0.00001950367,0.00002060656,0.00000385017,0.00003279809,0.0005119038],"study_design_scores_gemma":[0.00000971239,0.00007290082,0.9995028,0.000006464493,0.00002780974,0.00005257017,0.00005145891,0.0002148879,0.00001431486,0.00001189213,0.0000333195,0.000001816133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999229,0.0003593546,0.00006530742,0.00009364032,0.000004811448,0.000007685424,0.0001243864,0.000001265402,0.0001147476],"genre_scores_gemma":[0.9996448,0.00009376393,0.00006322562,0.00002963424,0.000009794084,0.000007337304,0.0001196954,2.809478e-7,0.00003163053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00359007,"threshold_uncertainty_score":0.01029056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03217352727830976,"score_gpt":0.3407133642144749,"score_spread":0.3085398369361652,"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."}}