{"id":"W4388205527","doi":"10.51731/cjht.2023.768","title":"Interventions Intended to Alleviate Emergency Department Overcrowding","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overcrowding; Emergency department; Psychological intervention; Medicine; Health care; Medical emergency; Nursing; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005407583,0.000862346,0.001837312,0.002282362,0.0009303786,0.002656943,0.001252517,0.002125971,0.00694369],"category_scores_gemma":[0.03456639,0.0004937754,0.003994749,0.002329758,0.0008421724,0.001822241,0.001291338,0.002586429,0.0004261557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007749719,"about_ca_system_score_gemma":0.02353607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1045609,"about_ca_topic_score_gemma":0.2195445,"domain_scores_codex":[0.9939609,0.002881757,0.0007844769,0.0004310586,0.001341421,0.0006004311],"domain_scores_gemma":[0.9862422,0.008887008,0.00127259,0.0003046749,0.002893244,0.0004003689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001117958,0.0005446843,0.006219876,0.3646709,0.005508383,0.0002859294,0.001768249,0.001016589,0.0005266032,0.006574516,0.04407727,0.5676889],"study_design_scores_gemma":[0.002136447,0.0009133571,0.02446659,0.6840791,0.01976675,0.0003422548,0.003193263,0.0007737807,0.001243128,0.003619142,0.2593485,0.0001177045],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01342336,0.9496164,0.001246198,0.01630137,0.002477326,0.001649234,0.002046676,0.0001158177,0.01312364],"genre_scores_gemma":[0.1280563,0.8434615,0.008708396,0.01327267,0.0009146282,0.001949999,0.001112309,0.00004031132,0.002483872],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1045609,"threshold_uncertainty_score":0.2079045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07940633953554911,"score_gpt":0.3793811944753877,"score_spread":0.2999748549398386,"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."}}