{"id":"W2009121597","doi":"10.1038/ki.2011.338","title":"An economic assessment model for in-center, conventional home, and more frequent home hemodialysis","year":2011,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Seven Oaks General Hospital","funders":"Baxter Healthcare Corporation","keywords":"Hemodialysis; Home hemodialysis; Medicine; Dialysis; Intensive care medicine; Emergency medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004021953,0.001081085,0.001203947,0.00181244,0.0004356862,0.002274431,0.001937307,0.00209626,0.005543923],"category_scores_gemma":[0.007037439,0.0006765762,0.002046349,0.001909088,0.000610163,0.001669431,0.0008610347,0.001289355,0.0004604646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004763995,"about_ca_system_score_gemma":0.004512306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03058458,"about_ca_topic_score_gemma":0.01955712,"domain_scores_codex":[0.9986578,0.0008630089,0.00005383399,0.0001556733,0.0001167865,0.0001528482],"domain_scores_gemma":[0.9966432,0.002385801,0.0002856872,0.00008173353,0.0004602316,0.0001433538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008624087,0.0000462953,0.001342425,0.0000814786,0.00009217383,0.0001144483,0.00003517735,0.9767779,0.00009794679,0.01543849,0.001237651,0.004649718],"study_design_scores_gemma":[0.0001192287,0.00008308375,0.001014265,0.00003699961,0.0001325251,0.00007126843,0.00004355301,0.9846833,0.00007804877,0.01135024,0.002365588,0.00002183931],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3485224,0.003163035,0.559984,0.00555312,0.0002989312,0.002461368,0.01406604,0.000454315,0.06549677],"genre_scores_gemma":[0.8983179,0.00156758,0.08150765,0.0004140695,0.00006258094,0.002273343,0.002756884,0.0000673842,0.0130327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03058458,"threshold_uncertainty_score":0.06081313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942649215032819,"score_gpt":0.3101309338615604,"score_spread":0.2807044417112322,"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."}}