{"id":"W4205361939","doi":"10.1111/hdi.13002","title":"Seasonal variation in emergent hemodialysis initiation in the late elderly: A single‐center study","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Dialysis; Population; 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":[0.0008376046,0.0002857004,0.0005170908,0.0007649646,0.0004502237,0.0006158806,0.0003877697,0.0003447214,0.0007181006],"category_scores_gemma":[0.001560397,0.0003213851,0.0005423318,0.001201608,0.0002491218,0.000688201,0.0004985418,0.0004006703,0.0001584268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003081911,"about_ca_system_score_gemma":0.0004139738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005552518,"about_ca_topic_score_gemma":0.008261058,"domain_scores_codex":[0.9994922,0.000103188,0.00009438908,0.0001497787,0.00007117492,0.00008933468],"domain_scores_gemma":[0.9983015,0.0002074216,0.0007862656,0.0001266478,0.0002169493,0.0003611195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004772612,0.00001968293,0.9992371,0.000006698007,0.00002755325,0.00006166061,0.0000810059,0.000008798163,0.00008120973,0.000003560401,0.0000478614,0.0003771614],"study_design_scores_gemma":[0.000005730492,0.00008541303,0.9990494,0.000007051517,0.00002744743,0.0002257972,0.0003293954,0.0001229223,0.00002331727,0.000008898028,0.0001108727,0.000003815234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993349,0.0002030658,0.00008820737,0.00002302803,0.000007404201,0.00000951609,0.0001836377,0.000002595587,0.0001475989],"genre_scores_gemma":[0.9995123,0.000114004,0.00007395173,0.00003230836,0.00001485197,0.000008668187,0.0002014031,0.000002074026,0.00004037855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005552518,"threshold_uncertainty_score":0.01104045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552684991890471,"score_gpt":0.2857281082677411,"score_spread":0.2602012583488364,"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."}}