{"id":"W2564439735","doi":"10.1111/hdi.12521","title":"Symptoms among patients receiving in‐center hemodialysis: A qualitative study","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Dialysis Clinics","keywords":"Hemodialysis; Medicine; Center (category theory); Emergency medicine; Intensive care medicine; Medical emergency; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007390456,0.000264651,0.0005346455,0.0008156921,0.00005434112,0.00006647986,0.0002787367,0.00006917458,0.0008770383],"category_scores_gemma":[0.0004288621,0.0001743253,0.0004030468,0.0004700387,0.00009332022,0.0002950579,0.0001934313,0.0001125479,0.0002207899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004184382,"about_ca_system_score_gemma":0.00003891745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008093438,"about_ca_topic_score_gemma":0.0001785838,"domain_scores_codex":[0.9969012,0.0003144775,0.0007429007,0.0006375445,0.001081453,0.0003224444],"domain_scores_gemma":[0.9987172,0.0001822176,0.00023634,0.0004176219,0.0002596603,0.0001869256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003311221,0.004192437,0.9531345,0.00001189593,0.0017014,0.00004644062,0.008347978,0.000009276158,0.0001132387,0.0001470765,0.001010235,0.03095437],"study_design_scores_gemma":[0.009885021,0.0001985349,0.9839801,0.0002657367,0.0005115696,8.385674e-7,0.00306785,0.000280485,0.00009805213,0.0002638756,0.001140766,0.0003071988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983052,0.00001419976,0.0006610682,0.000841802,0.0004236192,0.0005882882,0.00003264383,0.00005396158,0.01433239],"genre_scores_gemma":[0.9966763,0.0000229091,0.0001318134,0.0003190899,0.0002271293,0.0001792033,0.0001295551,0.0000297969,0.002284212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03084555,"threshold_uncertainty_score":0.9602955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515345039586007,"score_gpt":0.3062832473031567,"score_spread":0.2911297969072966,"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."}}