{"id":"W2106396194","doi":"10.1111/j.1492-7535.2004.0085bs.x","title":"Quality of Life in Chronic Hemodialysis Patients","year":2004,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Comorbidity; Internal medicine; Hemodialysis; Quality of life (healthcare); Kidney disease; Dialysis; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007863187,0.0002159993,0.0003385254,0.0006098798,0.000364469,0.0005956965,0.0001774518,0.000314545,0.001602322],"category_scores_gemma":[0.003215442,0.0000887334,0.0004250268,0.000776738,0.0002442347,0.000427224,0.000491271,0.0004939968,0.0001192228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507682,"about_ca_system_score_gemma":0.0002071589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001411518,"about_ca_topic_score_gemma":0.001218605,"domain_scores_codex":[0.9993956,0.0002306683,0.00009239213,0.00006423455,0.0001330907,0.00008398747],"domain_scores_gemma":[0.9984769,0.0002932985,0.0007570247,0.00003217734,0.0001497251,0.0002907969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009409843,0.00006217789,0.9956318,0.00003273368,0.00008224665,0.00004773485,0.000130152,0.00005889816,0.00006901684,0.0000198444,0.0001802332,0.003590973],"study_design_scores_gemma":[0.00001026163,0.0001897364,0.9988943,0.00001607265,0.00002588132,0.0001883588,0.0001782165,0.0001860642,0.00002674539,0.0000375994,0.000242802,0.000003959766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977973,0.00100626,0.00007000169,0.0001475173,0.00001167972,0.00001053846,0.0002853949,0.000002273798,0.0006690886],"genre_scores_gemma":[0.9994761,0.0001540756,0.00005387759,0.00004694279,0.000008858984,0.000008299323,0.0001823612,4.726249e-7,0.00006896255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001602322,"threshold_uncertainty_score":0.005360305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169211089339076,"score_gpt":0.3011386156555216,"score_spread":0.2794465047621308,"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."}}