{"id":"W3145912609","doi":"10.1155/2021/8876559","title":"Kidney Disease-Specific Quality of Life among Patients on Hemodialysis","year":2021,"lang":"en","type":"article","venue":"International Journal of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Medicine; Hemodialysis; Quality of life (healthcare); Dialysis; Kidney disease; Physical therapy; Disease; Internal medicine; Pediatrics; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006239191,0.0001494852,0.0003180132,0.0005281377,0.0003679814,0.0005594637,0.0001742317,0.0003007798,0.001941932],"category_scores_gemma":[0.001952237,0.00007617472,0.0003711253,0.0009380503,0.0002111881,0.0004693182,0.0004602747,0.0004972924,0.0001214245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003246828,"about_ca_system_score_gemma":0.0002944699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001975234,"about_ca_topic_score_gemma":0.00194308,"domain_scores_codex":[0.9995419,0.0001181322,0.00005840754,0.00005889276,0.0001187449,0.0001039395],"domain_scores_gemma":[0.9989459,0.0001620194,0.0005028212,0.00002732701,0.0001295263,0.000232405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000228075,0.00004482986,0.9976284,0.00002548812,0.00004001131,0.00003306612,0.0001159126,0.00002935923,0.00006696022,0.00001420668,0.0001674121,0.001811505],"study_design_scores_gemma":[0.000003400461,0.00007900177,0.9992896,0.0000132105,0.00001321958,0.0001066779,0.0001800478,0.00004785229,0.00001713033,0.00001714729,0.0002303554,0.000002345516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981295,0.0006047353,0.00003687705,0.0001484508,0.00001158026,0.0000133431,0.0003807059,0.000002028864,0.0006727717],"genre_scores_gemma":[0.9994379,0.0001307483,0.00003438786,0.00005437487,0.00000701619,0.000007540177,0.0002476923,3.753618e-7,0.00008000329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001975234,"threshold_uncertainty_score":0.00649637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781700280119983,"score_gpt":0.2963763291633745,"score_spread":0.2685593263621747,"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."}}