{"id":"W4224289213","doi":"10.1111/hdi.13015","title":"Economic evaluation of expanded hemodialysis with the Theranova 400 dialyzer: A <scp>post hoc</scp> evaluation of a randomized clinical trial in the <scp>United States</scp>","year":2022,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Randomized controlled trial; Post-hoc analysis; Clinical trial; Flux (metallurgy); Emergency medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02326769,0.002660085,0.002713426,0.00061438,0.0003566941,0.00162052,0.001295043,0.001694741,0.006307636],"category_scores_gemma":[0.02367003,0.0008676138,0.008343804,0.0005080231,0.001416234,0.001184271,0.000972935,0.002587433,0.0003721579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003284484,"about_ca_system_score_gemma":0.003799288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697745,"about_ca_topic_score_gemma":0.002029611,"domain_scores_codex":[0.9828457,0.01518796,0.0003984765,0.0005617801,0.0004244012,0.0005817148],"domain_scores_gemma":[0.973475,0.01905757,0.003977268,0.001102902,0.001069018,0.001318201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9730071,0.00384208,0.001152642,0.0008920094,0.006202147,0.00006013388,0.00004921929,0.006109263,0.000639109,0.0004800797,0.0006926357,0.006873481],"study_design_scores_gemma":[0.8300725,0.1347343,0.003905731,0.0001852425,0.009300586,0.00005195133,0.00008270065,0.01803203,0.001450049,0.001050569,0.001078088,0.00005612978],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767156,0.002394259,0.003841607,0.001432591,0.0004471109,0.01103474,0.001826301,0.00009261636,0.002215274],"genre_scores_gemma":[0.9863449,0.0008525067,0.003475017,0.0004897052,0.000182115,0.006539002,0.0008242307,0.0000184887,0.001273996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02326769,"threshold_uncertainty_score":0.1230528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04943749454894224,"score_gpt":0.3506156829132828,"score_spread":0.3011781883643405,"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."}}