{"id":"W2106205532","doi":"10.1136/emermed-2015-204913","title":"Patient characteristics associated with longer emergency department stay: a rapid review","year":2015,"lang":"en","type":"review","venue":"Emergency Medicine Journal","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Winnipeg Regional Health Authority; University of Manitoba; George & Fay Yee Centre for Healthcare Innovation","funders":"","keywords":"Medicine; Emergency department; Medical emergency; Emergency medicine; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.009516627,0.001157336,0.005669806,0.01239942,0.0006316894,0.003173757,0.001765732,0.001941501,0.003803284],"category_scores_gemma":[0.06431568,0.001117993,0.008408018,0.01289546,0.000781139,0.002519471,0.001593064,0.00150032,0.0003808165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0033185,"about_ca_system_score_gemma":0.01261577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007485847,"about_ca_topic_score_gemma":0.0186158,"domain_scores_codex":[0.990283,0.002422764,0.004396171,0.0009182469,0.00163664,0.0003431262],"domain_scores_gemma":[0.9284925,0.05405324,0.01087029,0.000968724,0.005221595,0.0003936624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002119901,0.00002073471,0.005249251,0.9300489,0.01007592,0.0001848976,0.0003017298,0.0001153618,0.0001074569,0.0003422197,0.003579346,0.04976207],"study_design_scores_gemma":[0.0001328469,0.0001714646,0.0150014,0.9136229,0.04915854,0.0007730259,0.0004314329,0.0001153259,0.0001212838,0.0003742703,0.02004359,0.00005401041],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001884617,0.9959936,0.0001646787,0.0004493115,0.0001591772,0.0002575479,0.0008304862,0.000009402734,0.0002512397],"genre_scores_gemma":[0.02790906,0.9687843,0.0007211497,0.0009201259,0.0001714791,0.0006844257,0.0006755544,0.00001071318,0.0001232985],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01239942,"threshold_uncertainty_score":0.05032933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08576655557768306,"score_gpt":0.3779367370915699,"score_spread":0.2921701815138869,"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."}}