{"id":"W2884345429","doi":"10.1007/s11606-018-4590-8","title":"Administrator Perspectives on ICU-to-Ward Transfers and Content Contained in Existing Transfer Tools: a Cross-sectional Survey","year":2018,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Foothills Medical Centre; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Demographics; Documentation; Intensive care unit; Cross-sectional study; Health care; Family medicine; Emergency medicine; Medical emergency; Nursing; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035101,0.0002328161,0.0006577274,0.0003539764,0.00007481307,0.0000238896,0.0001159516,0.00007881014,0.0002310148],"category_scores_gemma":[0.001093642,0.0001568209,0.0001374929,0.0001994611,0.000367399,0.0001082815,0.0000127498,0.0004264634,0.000004039557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185834,"about_ca_system_score_gemma":0.000107312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007354647,"about_ca_topic_score_gemma":0.0007778741,"domain_scores_codex":[0.9978557,0.0001070948,0.0009511263,0.0002704768,0.0005343404,0.0002812872],"domain_scores_gemma":[0.9983398,0.0001936167,0.00009095923,0.000100129,0.0009423849,0.0003330509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01637706,0.0002634467,0.9222306,0.00006200079,0.0005079656,0.0004919012,0.01067112,0.000004343176,0.04038328,0.0004627376,0.001407685,0.00713789],"study_design_scores_gemma":[0.005454338,0.01415254,0.9718359,0.0005876208,0.0000510342,0.0006300458,0.004242016,0.00002005782,0.001908969,0.00001833748,0.0009583801,0.0001407547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910573,0.0007452362,0.0008472247,0.001983526,0.001269558,0.000196473,0.00002584548,0.0000104275,0.003864388],"genre_scores_gemma":[0.9954925,0.0002180679,0.0001883603,0.0008792563,0.002372656,0.000004870814,0.000003068555,0.00002046041,0.0008207235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04960534,"threshold_uncertainty_score":0.6394969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2127976249655868,"score_gpt":0.4110013350872417,"score_spread":0.1982037101216549,"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."}}