{"id":"W4400940264","doi":"10.1159/000540323","title":"Association of Age, Frailty, and Strategy for Initiation of Renal-Replacement Therapy: A Post Hoc analysis of the STARRT-Acute Kidney Injury Trial","year":2024,"lang":"en","type":"article","venue":"Blood Purification","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; St. Michael's Hospital","funders":"","keywords":"Post-hoc analysis; Renal replacement therapy; Medicine; Post hoc; Internal medicine; Intensive care medicine; Clinical trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.009649456,0.001051594,0.002868807,0.0002241615,0.0002917851,0.001359443,0.0006389865,0.0005949136,0.002157327],"category_scores_gemma":[0.007958591,0.0002715279,0.004317618,0.0003718246,0.0004612593,0.0008127646,0.0005769773,0.001569306,0.0001915516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003261965,"about_ca_system_score_gemma":0.0008348795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005231301,"about_ca_topic_score_gemma":0.000969649,"domain_scores_codex":[0.9955394,0.003090269,0.0002977885,0.0005318018,0.0002683484,0.000272491],"domain_scores_gemma":[0.9928247,0.003613007,0.001714893,0.0007068216,0.000408911,0.0007315775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8758164,0.001327537,0.08188072,0.001078271,0.02429372,0.0001153371,0.0001185759,0.001191726,0.001148239,0.0002645616,0.001830567,0.01093438],"study_design_scores_gemma":[0.3357511,0.108793,0.4713338,0.0004433923,0.06485582,0.0005349115,0.000268402,0.009691467,0.002492175,0.001799558,0.003873989,0.0001623437],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943692,0.002700475,0.0004039569,0.0002855412,0.0001381659,0.000228592,0.001120673,0.00001904953,0.0007343017],"genre_scores_gemma":[0.9968727,0.0004464295,0.0004038631,0.0001728596,0.0001820722,0.0002635357,0.001288849,0.0000108786,0.0003589201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009649456,"threshold_uncertainty_score":0.05103183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04862659503314762,"score_gpt":0.3641205135546717,"score_spread":0.3154939185215241,"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."}}