{"id":"W2597370056","doi":"","title":"Quality of Life in Patients Undergoing Kidney Dialysis","year":2015,"lang":"en","type":"article","venue":"Indian Journal of Positive Psychology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialysis; Medicine; Peritoneal dialysis; Population; Hemodialysis; Nephrology; Kidney; Weakness; Renal function; Intensive care medicine; Kidney disease; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009229296,0.00009793573,0.0005707156,0.0005440857,0.00001171389,0.00000645581,0.0001106626,0.00006881348,0.00006075311],"category_scores_gemma":[0.001078715,0.00007693192,0.0002208391,0.0003135029,0.00008349257,0.00007232356,0.00002690538,0.0001721216,0.00001370671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008205016,"about_ca_system_score_gemma":0.0002547177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002010821,"about_ca_topic_score_gemma":0.00001316919,"domain_scores_codex":[0.9981934,0.0003460368,0.0008155987,0.0001293472,0.000351551,0.0001640877],"domain_scores_gemma":[0.9982377,0.0000741697,0.0006115134,0.000154804,0.0003874463,0.0005343533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001902523,0.001344357,0.9856162,0.00005551159,0.0006139039,0.0001868646,0.00149304,0.00001807052,0.0001345113,0.0001426156,0.004113651,0.004378755],"study_design_scores_gemma":[0.00796811,0.001176354,0.9894101,0.00018309,0.0001359243,0.000008856103,0.0003385906,0.000001310404,0.00005515855,0.0004316389,0.0002177628,0.00007308796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890935,0.0001552467,0.000316217,0.002539643,0.0003339509,0.0001170599,0.00001300204,0.000002176578,0.007429219],"genre_scores_gemma":[0.9966127,0.00003302153,0.0003004351,0.002882332,0.000116386,0.000001051356,0.0000131254,0.000008862327,0.00003207621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007519225,"threshold_uncertainty_score":0.3137192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03458571043494772,"score_gpt":0.3512641926152312,"score_spread":0.3166784821802835,"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."}}