{"id":"W2765931813","doi":"10.1177/0885066617737303","title":"A Generic Simulation Model of the Relative Cost-Effectiveness of ICU Versus Step-Down (IMCU) Expansion","year":2017,"lang":"en","type":"article","venue":"Journal of Intensive Care Medicine","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Medicine; Intensive care unit; Emergency medicine; Intensive care; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001275214,0.0001306181,0.0005590834,0.000141666,0.000626336,0.000003910942,0.0002531929,0.0001763708,0.00003138656],"category_scores_gemma":[0.01859541,0.00007481744,0.0001230566,0.000135749,0.0002242279,0.0002359814,0.00007925693,0.0006045854,0.000001173055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539186,"about_ca_system_score_gemma":0.0007828819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002118725,"about_ca_topic_score_gemma":0.00006259422,"domain_scores_codex":[0.9975227,0.0007534753,0.0009798399,0.0001242645,0.0004541601,0.0001655708],"domain_scores_gemma":[0.9720102,0.001298356,0.002027596,0.0004228503,0.024145,0.00009599067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00499077,0.00006963977,0.02496097,0.001323916,0.0002760668,0.00001260218,0.04975259,0.8796444,0.02582392,0.001910594,0.002076647,0.009157876],"study_design_scores_gemma":[0.01762901,0.003433179,0.06439154,0.01960466,0.0006447528,0.00001459087,0.1435868,0.7461866,0.003214122,0.000505863,0.000458361,0.0003305008],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8591616,0.0006782377,0.1296255,0.004730527,0.003580289,0.001276326,0.00002784594,0.000006127387,0.0009135534],"genre_scores_gemma":[0.9974575,0.0001527276,0.001563169,0.0004484454,0.000271365,0.00001162794,0.000008905736,0.00001636114,0.00006991484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1382959,"threshold_uncertainty_score":0.9896714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2136398871544798,"score_gpt":0.4862242352409978,"score_spread":0.272584348086518,"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."}}