{"id":"W2123717471","doi":"10.1111/hdi.12295","title":"The influence of socioeconomic status on patient survival on chronic dialysis","year":2015,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quartile; Hazard ratio; Dialysis; Proportional hazards model; Confidence interval; Hemodialysis; Internal medicine; Transplantation; Kidney disease; Survival analysis; Kidney transplantation; Retrospective cohort study; Surgery","routes":{"ca_aff":false,"ca_fund":false,"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":[0.001127906,0.0001477784,0.000212624,0.0005165664,0.0003035841,0.0005441298,0.0002325773,0.000266903,0.001825093],"category_scores_gemma":[0.006638226,0.00007677754,0.0004496063,0.0006807493,0.0002997412,0.0004088814,0.000752971,0.0004014248,0.0001742525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000343537,"about_ca_system_score_gemma":0.0003134873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005731923,"about_ca_topic_score_gemma":0.007297591,"domain_scores_codex":[0.9991795,0.0003701397,0.00006759393,0.0000732348,0.0001366038,0.0001729601],"domain_scores_gemma":[0.9972147,0.0007632464,0.001064123,0.0001359094,0.0002609342,0.0005611196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001080451,0.00001347688,0.9962707,0.000009928989,0.00008182985,0.00004177411,0.00004568816,0.00006350043,0.00004090324,0.00004694801,0.0001107497,0.003166398],"study_design_scores_gemma":[0.000001937412,0.00003475306,0.9994504,0.00000920385,0.00001853899,0.00005865096,0.00005648623,0.0001540403,0.00001259885,0.00006018137,0.0001405755,0.000002540366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964869,0.0009864796,0.00007883791,0.0003146376,0.00001352663,0.000003804831,0.0003742442,0.000002321878,0.001739194],"genre_scores_gemma":[0.9996085,0.0001673146,0.00001393997,0.00001903139,0.000009188957,0.000001226883,0.0001225728,6.326807e-7,0.00005767957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005731923,"threshold_uncertainty_score":0.01139712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576075024789106,"score_gpt":0.2722300986388699,"score_spread":0.2564693483909789,"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."}}