{"id":"W4396991055","doi":"10.1681/asn.20223311s1562b","title":"Sex, Gender, and Quality of Life in Hemodialysis","year":2022,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Hemodialysis; Medicine; Quality of life (healthcare); Quality (philosophy); Gerontology; Demography; Internal medicine; Intensive care medicine; Sociology; Nursing; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000801089,0.0001069666,0.0001825615,0.0004856252,0.000470455,0.0006505133,0.0002198087,0.0002018592,0.002228171],"category_scores_gemma":[0.002665618,0.00005887506,0.0002487577,0.0006174451,0.0003482493,0.0002798212,0.0003959334,0.0003240377,0.0001125443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004863059,"about_ca_system_score_gemma":0.0004679111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007758795,"about_ca_topic_score_gemma":0.007704395,"domain_scores_codex":[0.9996766,0.0001115638,0.00002319272,0.00003571459,0.00008562182,0.00006738857],"domain_scores_gemma":[0.9990797,0.0001747498,0.0003864548,0.00002713671,0.00008784926,0.0002440483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001114874,0.00005982807,0.9925991,0.00003197782,0.00003738768,0.00005839486,0.0003158034,0.00002593239,0.0000575805,0.00005451774,0.0002636694,0.0063843],"study_design_scores_gemma":[0.000003950023,0.00009272936,0.9986671,0.0000231458,0.00001308834,0.0001695928,0.0004206969,0.00004786089,0.00001641117,0.00007746505,0.0004649728,0.000002904473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955654,0.002391861,0.00004349551,0.0002704746,0.00002534546,0.000009440183,0.0003151048,0.000002261585,0.001376545],"genre_scores_gemma":[0.99938,0.0003248095,0.00003328949,0.00004068613,0.00001036833,0.000003864196,0.00009631715,6.958276e-7,0.0001100025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007758795,"threshold_uncertainty_score":0.01542729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03497963494098889,"score_gpt":0.3037908264943728,"score_spread":0.2688111915533839,"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."}}