{"id":"W2186389950","doi":"10.1111/hdi.2001.5.1.19","title":"Daily Dialysis: Toward a New Standard in Well‐Being","year":2001,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Comorbidity; Drop out; Clinical trial; Logistic regression; Disease; Internal medicine; Intensive care medicine; Emergency 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":[0.0157145,0.0004814613,0.001139336,0.001409738,0.002051606,0.008739343,0.001476296,0.003338968,0.00267369],"category_scores_gemma":[0.007948749,0.0002725233,0.0005131644,0.001300991,0.01270121,0.01049055,0.005614541,0.007492099,0.0005445129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00609862,"about_ca_system_score_gemma":0.007000255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002122073,"about_ca_topic_score_gemma":0.00219393,"domain_scores_codex":[0.9950173,0.002544706,0.0003431665,0.0006109903,0.001106508,0.0003773154],"domain_scores_gemma":[0.991681,0.002688896,0.000868404,0.0009480782,0.001399941,0.002413669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004367144,0.001073137,0.03464288,0.0009383626,0.00006467912,0.0001790043,0.01913712,0.000622864,0.001905322,0.2529343,0.03347162,0.6545941],"study_design_scores_gemma":[0.0002379948,0.002241175,0.1303768,0.002573435,0.00005178043,0.0008586816,0.02887396,0.003141789,0.001083925,0.3503121,0.479957,0.0002913376],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1270657,0.09961504,0.03547869,0.6739106,0.005413469,0.0001873292,0.0001603438,0.0003925103,0.05777635],"genre_scores_gemma":[0.8923988,0.03082852,0.03190069,0.03545697,0.00373,0.0002782947,0.0001169305,0.00008478441,0.005205054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0157145,"threshold_uncertainty_score":0.08310729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646252475281496,"score_gpt":0.2787102362265886,"score_spread":0.2622477114737737,"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."}}