{"id":"W3044241331","doi":"10.1097/txd.0000000000000998","title":"Kidney Dyads: Caregiver Burden and Relationship Strain Among Partners of Dialysis and Transplant Patients","year":2020,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute of General Medical Sciences","keywords":"Spouse; Medicine; Caregiver burden; Dialysis; Quality of life (healthcare); Kidney transplantation; Social support; Transplantation; Psychiatry; Internal medicine; Nursing; Psychology; Psychotherapist; Disease","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":[0.00008781078,0.0001165742,0.0002591563,0.00008934039,0.0000434083,0.00001449369,0.00002970426,0.00004434529,0.00004567985],"category_scores_gemma":[0.00003711052,0.00009708544,0.0000763139,0.0001706966,0.00008262423,0.00008385599,0.000004226619,0.00005876116,0.000002406922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007928279,"about_ca_system_score_gemma":0.00002102726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007165593,"about_ca_topic_score_gemma":0.00001331354,"domain_scores_codex":[0.9991282,0.0000650289,0.0002461823,0.0002277363,0.0002279178,0.0001049016],"domain_scores_gemma":[0.9994642,0.00007181458,0.00006878264,0.0000740767,0.00004128974,0.0002798825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007334048,0.00008848141,0.9608371,0.002466065,0.0005750753,0.00004946977,0.02750826,0.0001892358,0.001366975,0.0002921092,0.0003248737,0.005568993],"study_design_scores_gemma":[0.002697208,0.0001457676,0.9925242,0.0002671891,0.002230975,0.000001050097,0.0003196954,0.0007585216,0.0005227377,0.00001688262,0.0003732374,0.0001425145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933738,0.0001648522,0.0003411103,0.00107092,0.00002223044,0.0003342775,0.0002981448,0.00003669926,0.004357941],"genre_scores_gemma":[0.9984254,0.0005890415,0.0001090621,0.0002178197,0.00003939412,0.0000119249,0.0005271895,0.00001124098,0.00006890825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03168717,"threshold_uncertainty_score":0.3959029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924364431667579,"score_gpt":0.2534429710576279,"score_spread":0.2341993267409521,"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."}}