{"id":"W2147714805","doi":"10.1093/ndt/gfh636","title":"Coping with the CKD epidemic: the promise of multidisciplinary team-based care","year":2005,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Medicine; Coping (psychology); Multidisciplinary approach; Multidisciplinary team; Family medicine; Nursing; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003723836,0.0003960168,0.0008158485,0.0002712158,0.0002312571,0.00002092883,0.0003185777,0.0004622633,0.0001005813],"category_scores_gemma":[0.00001376116,0.0001885103,0.0005210676,0.0003660899,0.0004492424,0.00004769799,0.00001997217,0.0009105267,0.000019277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000760748,"about_ca_system_score_gemma":0.0002016565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008667244,"about_ca_topic_score_gemma":0.0002558579,"domain_scores_codex":[0.9974543,0.0005125411,0.0005643179,0.0005164951,0.0005866226,0.000365664],"domain_scores_gemma":[0.9980139,0.0005489248,0.0004716113,0.0007093775,0.0002036577,0.00005257171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006160225,0.0005128807,0.007271606,0.008086559,0.007724639,0.001000988,0.01479236,0.01984714,0.002164874,0.00005174441,0.9230333,0.009353657],"study_design_scores_gemma":[0.01284059,0.00144742,0.05862449,0.001271941,0.07562003,0.00009652668,0.00109859,0.003608359,0.001857911,0.00003871946,0.8423012,0.001194206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06070499,0.001470859,0.003126162,0.9291607,0.0001396749,0.002766681,0.0002240098,0.00009401402,0.002312971],"genre_scores_gemma":[0.3177807,0.0007966255,0.0007080546,0.6688012,0.002681534,0.0007413864,0.007822766,0.000108783,0.0005589672],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2603594,"threshold_uncertainty_score":0.7687226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251416704448528,"score_gpt":0.2591129456637036,"score_spread":0.2465987786192183,"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."}}