{"id":"W6902102985","doi":"10.6084/m9.figshare.12413540","title":"Additional file 1 of Fluid removal associates with better outcomes in critically ill patients receiving continuous renal replacement therapy: a cohort study","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Critically ill; Renal replacement therapy; Cohort study; Cohort; Retrospective cohort study; Critical illness","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001156743,0.0008839496,0.001258488,0.001309659,0.0008307778,0.0009764015,0.00115397,0.0008984893,0.5441205],"category_scores_gemma":[0.02472045,0.0004060107,0.001252253,0.002520601,0.0002093506,0.001484973,0.0006305192,0.001216192,0.02682886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006823315,"about_ca_system_score_gemma":0.001205714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00522813,"about_ca_topic_score_gemma":0.005293585,"domain_scores_codex":[0.9991136,0.0001831471,0.0002010362,0.0002093448,0.0001594718,0.0001333579],"domain_scores_gemma":[0.9837885,0.0107715,0.002708482,0.0008466304,0.001509692,0.0003752107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002479553,0.0004108161,0.05878175,0.005489311,0.000598766,0.0002099067,0.0002394137,0.0009174605,0.000156736,0.001575079,0.9136999,0.01544116],"study_design_scores_gemma":[0.0320919,0.002871971,0.5947646,0.01800463,0.002387202,0.003453113,0.002386485,0.0112483,0.001435944,0.01973155,0.311009,0.0006153359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.005090937,0.0001208296,0.000389142,0.0003107118,0.00003976178,0.0002481026,0.9920412,0.00009113208,0.001668089],"genre_scores_gemma":[0.1998553,0.0008080531,0.00658985,0.001882868,0.0005789732,0.01146053,0.7558793,0.0005126647,0.02243237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5441205,"threshold_uncertainty_score":0.6502568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170897529337904,"score_gpt":0.2563824986624356,"score_spread":0.2392927457286452,"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."}}