{"id":"W2023598429","doi":"10.1097/md.0000000000000293","title":"Economic Evaluation of Urgent-Start Peritoneal Dialysis Versus Urgent-Start Hemodialysis in the United States","year":2014,"lang":"en","type":"article","venue":"Medicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Clair College","funders":"Baxter Healthcare Corporation","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Dialysis; Intensive care medicine; Emergency medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003979855,0.0002206167,0.0006608437,0.0007206834,0.00006680057,0.00001376956,0.0002006526,0.00005994133,0.002977569],"category_scores_gemma":[0.0009585271,0.0001362726,0.0002191182,0.0007306726,0.0002038452,0.0000519573,0.00004889508,0.0001311101,0.00005205602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072637,"about_ca_system_score_gemma":0.0001272907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644771,"about_ca_topic_score_gemma":0.0004367125,"domain_scores_codex":[0.9970491,0.0005476048,0.0006935549,0.0003532138,0.001065,0.0002915167],"domain_scores_gemma":[0.9983813,0.0002926188,0.0002193541,0.0006529545,0.0001988001,0.0002549718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01567433,0.008180932,0.1609173,0.002990169,0.01192663,0.0002138822,0.05969739,0.1822574,0.008390244,0.0132931,0.1749732,0.3614854],"study_design_scores_gemma":[0.03836165,0.002365881,0.159314,0.0004166287,0.02356515,0.000005673439,0.01238763,0.5300413,0.0009329947,0.0009281557,0.2309245,0.0007564017],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809296,0.0003666684,0.0001408759,0.01246838,0.000472052,0.0006237935,0.00001316867,0.00002218053,0.004963311],"genre_scores_gemma":[0.9965948,0.0002131449,0.00004162188,0.001303374,0.0004958471,0.00007753322,0.001114421,0.0000193481,0.0001399072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.360729,"threshold_uncertainty_score":0.9979339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250372651703955,"score_gpt":0.3090706081961705,"score_spread":0.266566881679131,"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."}}