{"id":"W4313502709","doi":"10.3390/jcm12010032","title":"Length-of-Stay in the Emergency Department and In-Hospital Mortality: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"United Arab Emirates University","keywords":"Medicine; Meta-analysis; Emergency department; Confidence interval; PsycINFO; CINAHL; MEDLINE; Scopus; Intensive care unit; Web of science; Emergency medicine; Systematic review; Internal medicine; Psychiatry; Psychological intervention","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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01283225,0.0003821851,0.0175874,0.0004204342,0.00003397332,0.000002344373,0.0002814648,0.0001339793,0.0007174721],"category_scores_gemma":[0.009108624,0.0001596005,0.002873417,0.0012368,0.0001981231,0.00004733044,0.0001108187,0.001267701,4.501612e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003185461,"about_ca_system_score_gemma":0.000126145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001621441,"about_ca_topic_score_gemma":0.00004147106,"domain_scores_codex":[0.9888076,0.001830475,0.007921214,0.0003070256,0.0009470558,0.000186663],"domain_scores_gemma":[0.9928458,0.00251486,0.003807761,0.0004983161,0.0001825784,0.0001507141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001811682,0.0004791854,0.001118755,0.7899789,0.1988919,0.0005685173,0.0003254276,6.665936e-8,3.386763e-9,0.00003914404,0.003152201,0.005427758],"study_design_scores_gemma":[0.0004311468,0.00124276,0.0004544292,0.04013334,0.855164,0.0001320585,0.0003892164,4.575006e-7,3.042195e-9,0.00004438524,0.101887,0.0001212495],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000119813,0.9936741,0.00000196817,0.003771317,0.000324794,0.001809455,0.00002274961,0.000001876318,0.000273913],"genre_scores_gemma":[0.0003927168,0.9985299,0.00002628792,0.0006599468,0.0001858418,0.0001228298,0.00001333991,0.0000156669,0.0000534597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7498456,"threshold_uncertainty_score":0.9992381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2818397304379173,"score_gpt":0.5210317603677467,"score_spread":0.2391920299298294,"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."}}