{"id":"W2983203494","doi":"10.2215/cjn.12241019","title":"How Extended Hemodialysis Treatment Time Can Affect Patient Quality of Life","year":2019,"lang":"en","type":"letter","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Affect (linguistics); Hemodialysis; Quality of life (healthcare); Intensive care medicine; Emergency medicine; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003030806,0.0001819878,0.0004682326,0.0004508007,0.0007228667,0.002492054,0.0004407457,0.000733352,0.005323656],"category_scores_gemma":[0.02073243,0.000155396,0.00114458,0.0006168539,0.0004749892,0.001161111,0.0009752561,0.001753456,0.0004505094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496364,"about_ca_system_score_gemma":0.001199188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005272336,"about_ca_topic_score_gemma":0.00724918,"domain_scores_codex":[0.9961349,0.002067444,0.0002697655,0.0004229956,0.0006544107,0.0004504833],"domain_scores_gemma":[0.9918854,0.00406672,0.002040562,0.0002324246,0.0008270264,0.000947841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001579873,0.001391686,0.6965604,0.001083014,0.003489955,0.000353275,0.002665389,0.001185946,0.0005118141,0.004453651,0.0177781,0.2689469],"study_design_scores_gemma":[0.0001956811,0.001222086,0.9559476,0.00163771,0.001626324,0.0005261027,0.002391865,0.00128159,0.0004403092,0.007442524,0.02714492,0.0001432731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.8390076,0.08406486,0.00235675,0.0480151,0.001389632,0.0001513199,0.002177791,0.00005944428,0.02277748],"genre_scores_gemma":[0.9880326,0.00669954,0.0007099837,0.003159963,0.0003507542,0.00005926982,0.000265654,0.00001554407,0.0007068125],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.005323656,"threshold_uncertainty_score":0.01780939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04981532547218985,"score_gpt":0.3501382856713805,"score_spread":0.3003229601991906,"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."}}