{"id":"W2036711379","doi":"10.1111/j.1523-1755.2004.00603.x","title":"Daily nocturnal home hemodialysis","year":2004,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"Humber River Regional Hospital; University of Toronto","funders":"University of Toronto","keywords":"Medicine; Hemodialysis; Home hemodialysis; Blood pressure; Dialysis; Cardiology; Transplantation; Renal function; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000968837,0.0001003244,0.0001505952,0.0001989451,0.0000390936,0.00005142892,0.0001403002,0.00003407561,0.001783534],"category_scores_gemma":[0.0001179449,0.00007872389,0.000219126,0.0001303214,0.00003642484,0.00007983034,0.000056668,0.00008653651,0.0005091428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456419,"about_ca_system_score_gemma":0.0001311261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003187738,"about_ca_topic_score_gemma":0.000002043164,"domain_scores_codex":[0.9989716,0.000008814367,0.0001974471,0.00019385,0.0004939251,0.0001343552],"domain_scores_gemma":[0.9993719,0.000007273076,0.00005407331,0.0001611117,0.00007698054,0.0003285985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002058305,0.007400025,0.09311458,0.0003178159,0.01552944,0.002571392,0.002592247,0.002752328,0.03910778,0.1795325,0.5586639,0.0963597],"study_design_scores_gemma":[0.01425137,0.000230546,0.2389569,0.0003739196,0.001271487,0.0001375882,0.0001513506,0.001034351,0.004783441,0.02000021,0.7182125,0.0005962824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4684829,0.0001480499,0.01488827,0.1287425,0.003230364,0.0004080781,0.0001505003,0.0002153131,0.3837341],"genre_scores_gemma":[0.9837277,0.00003656407,0.002574825,0.008068686,0.0006939467,0.00001317151,0.0003058,0.00001247563,0.00456681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5152448,"threshold_uncertainty_score":0.999129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009799772283647328,"score_gpt":0.2590746424557148,"score_spread":0.2492748701720674,"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."}}