{"id":"W3185489842","doi":"10.21203/rs.3.rs-738431/v1","title":"Intravenous Albumin for the Prevention of Hemodynamic Instability During Sustained Low-Efficiency Dialysis. A Randomized Controlled Feasibility Trial. (The SAFER-SLED Study)","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"University of Ottawa","keywords":"SAFER; Dialysis; Randomized controlled trial; Hemodynamics; Medicine; Anesthesia; Surgery; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001992134,0.001213512,0.00277948,0.0003478477,0.0003532602,0.001250735,0.0008332422,0.001459329,0.005512948],"category_scores_gemma":[0.002745694,0.0006151989,0.001941057,0.0004652317,0.0009838027,0.00103812,0.0006384763,0.002579736,0.0006568262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005350023,"about_ca_system_score_gemma":0.001262452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471327,"about_ca_topic_score_gemma":0.001309248,"domain_scores_codex":[0.9988958,0.0006812272,0.00007149788,0.0001341992,0.00007435057,0.0001430328],"domain_scores_gemma":[0.9985953,0.0005120731,0.0003816611,0.0001254512,0.00007863691,0.0003067854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9863565,0.002876261,0.0006973497,0.000615381,0.0008796057,0.00002305952,0.00002570906,0.0001226508,0.0005232779,0.0001006395,0.0004505587,0.007329048],"study_design_scores_gemma":[0.9653999,0.030705,0.002409839,0.00005523149,0.0007054318,0.00001948344,0.00001878555,0.0002277818,0.0001133759,0.00009494524,0.0002404123,0.000009808471],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868746,0.007993813,0.0004902499,0.0006761496,0.0005791935,0.001147577,0.0007336549,0.00006758353,0.001437273],"genre_scores_gemma":[0.9897081,0.004123313,0.001090342,0.0007438197,0.0006360441,0.001584027,0.0007707254,0.00001536618,0.001328307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005512948,"threshold_uncertainty_score":0.01844269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05597914427908122,"score_gpt":0.4017470854091485,"score_spread":0.3457679411300673,"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."}}