{"id":"W2144335629","doi":"10.1111/j.1542-4758.2011.00657.x","title":"Caregiver burden among nocturnal home hemodialysis patients","year":2012,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Société de Néphrologie","keywords":"Medicine; Hemodialysis; Depression (economics); Interquartile range; Quality of life (healthcare); Spouse; Dialysis; Mental health; Caregiver burden; Cross-sectional study; Demographics; Physical therapy; Disease burden; Internal medicine; Disease; Psychiatry; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003225865,0.0002782303,0.0004723183,0.0005688881,0.0001108739,0.00009491113,0.0002896248,0.0001109152,0.002819987],"category_scores_gemma":[0.0001244701,0.0002284896,0.0007105764,0.0003791644,0.0001038192,0.0003978145,0.0001941316,0.0001829582,0.0005346155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003083464,"about_ca_system_score_gemma":0.00003894833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009582435,"about_ca_topic_score_gemma":0.000006854133,"domain_scores_codex":[0.9973442,0.00007305199,0.000493222,0.0003868878,0.001244356,0.0004582779],"domain_scores_gemma":[0.9985426,0.00005060472,0.0002172032,0.0004136916,0.0002949947,0.0004808771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000203159,0.001015978,0.9498798,0.0000328902,0.002955552,0.00002346014,0.001388998,0.0001547067,0.0002438728,0.0006047034,0.01129841,0.03219853],"study_design_scores_gemma":[0.00322788,0.00004942424,0.9447792,0.00006040063,0.002125722,0.000005492197,0.0002283401,0.001767279,0.0004457095,0.0001515449,0.04673517,0.0004238601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492323,0.0001494042,0.0009586235,0.0007128684,0.001324054,0.0002638043,0.00004109108,0.00007500307,0.04724284],"genre_scores_gemma":[0.991598,0.00005354676,0.0005537792,0.0006134034,0.002208684,0.00004781192,0.0007142961,0.00003550147,0.004174995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04306784,"threshold_uncertainty_score":0.9980916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056514337180114,"score_gpt":0.2481306809669412,"score_spread":0.23756553759514,"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."}}