{"id":"W2149640555","doi":"10.1046/j.1492-7535.2003.01252.x","title":"Costs of Quotidian Home Hemodialysis","year":2003,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Hemodialysis; Home hemodialysis; Dialysis; Emergency medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004908202,0.0001383968,0.0001368398,0.0006534375,0.0002315979,0.0005705217,0.000223305,0.0001680772,0.001770764],"category_scores_gemma":[0.003083383,0.00009989544,0.0004015602,0.0006899672,0.0001034794,0.0002899927,0.0004288001,0.000320815,0.0001039866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328773,"about_ca_system_score_gemma":0.0006106747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003890008,"about_ca_topic_score_gemma":0.005182542,"domain_scores_codex":[0.9991999,0.0003234645,0.0001054519,0.00005982179,0.0002305035,0.00008093063],"domain_scores_gemma":[0.9978114,0.0005531303,0.001071621,0.00009413218,0.0002204677,0.000249413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001040918,0.0002223601,0.8484178,0.0002781377,0.0003708451,0.0003436436,0.0001565353,0.002033693,0.0007392205,0.0009954923,0.002894198,0.1425071],"study_design_scores_gemma":[0.0000407811,0.000465175,0.9912839,0.0000964459,0.000126287,0.001226004,0.000202628,0.001599706,0.0004353279,0.0003289527,0.004179122,0.00001568782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927709,0.002275289,0.0003222429,0.0002670973,0.00002475018,0.00002650065,0.001393275,0.00001627605,0.002903702],"genre_scores_gemma":[0.9982312,0.000444372,0.0002839525,0.00005163279,0.00001834396,0.00001309374,0.0006309938,0.000002186111,0.0003241942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003890008,"threshold_uncertainty_score":0.009640932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132774064335382,"score_gpt":0.2646863348377421,"score_spread":0.2514089284042039,"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."}}