{"id":"W2886953371","doi":"10.1111/sdi.12742","title":"Boundaries of frequency and treatment time in conventional hemodialysis: Balancing convenience, economics, and health outcomes","year":2018,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Dialysis; Hemodialysis; Intensive care medicine; Medical prescription; Quality of life (healthcare); Population; Regimen; Kidney disease; Renal replacement therapy; End stage renal disease; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02124792,0.0002650478,0.000885807,0.001345975,0.001129223,0.006227433,0.001422454,0.002213907,0.003259272],"category_scores_gemma":[0.04036326,0.0002567823,0.000648377,0.00119283,0.005187611,0.003974985,0.003733779,0.002923162,0.0002581974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003888209,"about_ca_system_score_gemma":0.003388413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002051894,"about_ca_topic_score_gemma":0.002056893,"domain_scores_codex":[0.9870967,0.008669414,0.0007284254,0.000895639,0.002242845,0.0003670563],"domain_scores_gemma":[0.9753072,0.01763329,0.002905974,0.001124695,0.0008745493,0.002154357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002688961,0.0008098131,0.04997548,0.0008898435,0.0002987597,0.0003036214,0.003978008,0.006329061,0.001779378,0.4837878,0.009159149,0.4400001],"study_design_scores_gemma":[0.000573874,0.001823437,0.1124544,0.00409283,0.0003226392,0.001675139,0.005140893,0.01197104,0.001339115,0.7844816,0.07586183,0.0002632574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4238381,0.1470059,0.1338667,0.19476,0.003034766,0.0004255819,0.0004445211,0.0001294013,0.09649508],"genre_scores_gemma":[0.9623413,0.008499105,0.01932112,0.006472484,0.00191099,0.0002978563,0.00006901484,0.00004130157,0.001046808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02124792,"threshold_uncertainty_score":0.1123711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239610059406284,"score_gpt":0.2726360855463946,"score_spread":0.2602399849523318,"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."}}