{"id":"W2139707184","doi":"10.1111/hdi.12142","title":"Gender, low <scp>K</scp>t/<scp>V</scp>, and mortality in <scp>J</scp>apanese hemodialysis patients: Opportunities for improvement through modifiable practices","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Janssen Biotech; Kyowa Hakko Kirin; Kidney Foundation of Canada; Fresenius Medical Care North America; AbbVie; Amgen Foundation","keywords":"Medicine; Hemodialysis; Dialysis; Hazard ratio; Logistic regression; Proportional hazards model; Internal medicine; Kt/V; Dialysis adequacy; Mortality rate; Confidence interval","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0004960981,0.0001968187,0.000221988,0.0005340531,0.0004066658,0.0005474167,0.0002897404,0.0003163135,0.001025227],"category_scores_gemma":[0.001499469,0.000234205,0.0004664395,0.0007427622,0.0002971429,0.0004415691,0.000354558,0.0004500847,0.0001423044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006152467,"about_ca_system_score_gemma":0.000725201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02560309,"about_ca_topic_score_gemma":0.03723154,"domain_scores_codex":[0.9997869,0.00005412117,0.00002785141,0.00004888424,0.0000279225,0.00005434865],"domain_scores_gemma":[0.9991267,0.0001001091,0.0004889654,0.00004353113,0.00006393403,0.0001767008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002222728,0.00001148303,0.9994541,0.000002219973,0.00001048032,0.00001495823,0.00003156992,0.000008093033,0.00002550257,0.000005382209,0.00003430482,0.0003795911],"study_design_scores_gemma":[0.000002658421,0.00002473477,0.9995081,0.000004395118,0.00001440186,0.00004869908,0.0001621525,0.0001473527,0.00001539973,0.00001404134,0.00005634368,0.000001712665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999428,0.0002456119,0.00002647195,0.00008384637,0.000002850302,0.000001853834,0.0001040668,0.000001343801,0.0001058776],"genre_scores_gemma":[0.9996101,0.0001135715,0.00004435184,0.00002601667,0.000007147396,0.000002602941,0.0001238216,7.758021e-7,0.00007166333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02560309,"threshold_uncertainty_score":0.05090809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05686470696818443,"score_gpt":0.3065796712497453,"score_spread":0.2497149642815609,"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."}}