{"id":"W4397044951","doi":"10.1681/asn.20233411s1734a","title":"Sex, Gender, and Quality of Life in Hemodialysis","year":2023,"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":"McGill University; University of Alberta; University of Calgary","funders":"","keywords":"Hemodialysis; Quality of life (healthcare); Medicine; Quality (philosophy); Intensive care medicine; Gerontology; Psychology; Internal medicine; Nursing","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":[0.0005277271,0.0001102197,0.0001629372,0.0003617759,0.0003743705,0.0005113644,0.0001974951,0.0001885084,0.00204499],"category_scores_gemma":[0.001803968,0.00005819174,0.0002333217,0.0004903549,0.0002815835,0.0001795985,0.0002760405,0.0002885492,0.000112946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005031027,"about_ca_system_score_gemma":0.0004586993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01297405,"about_ca_topic_score_gemma":0.0154649,"domain_scores_codex":[0.9997686,0.00006287997,0.00001497618,0.0000276973,0.00007345247,0.00005240337],"domain_scores_gemma":[0.9993178,0.0001039459,0.0002960335,0.00001979099,0.00007201784,0.0001904211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001443317,0.0000682514,0.9918501,0.00002565737,0.00004079719,0.00005712616,0.0002378229,0.00002738662,0.0001110565,0.00003435304,0.0003046908,0.007098512],"study_design_scores_gemma":[0.000003266029,0.00006616031,0.9992141,0.00001096505,0.000009605823,0.00008826613,0.0001826226,0.00003331702,0.00001470979,0.00003660747,0.000338593,0.00000170632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955326,0.002163297,0.00003793064,0.0002467498,0.00002400027,0.00000877129,0.0003348695,0.000003014553,0.001648824],"genre_scores_gemma":[0.9993671,0.0002775971,0.00003268388,0.00004497918,0.000009243695,0.000003318169,0.0001034449,8.258843e-7,0.0001607933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01297405,"threshold_uncertainty_score":0.02579707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04468649233787394,"score_gpt":0.3211463265942475,"score_spread":0.2764598342563735,"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."}}