{"id":"W4376279919","doi":"10.29173/cjen214","title":"Emergency department crowding: an overview of reviews describing measures causes, and harms","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Crowding; Psychological intervention; Systematic review; Medicine; MEDLINE; Psychology; Political science; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008774145,0.0002363962,0.0006623544,0.0005012328,0.000274899,0.000008330641,0.0001494364,0.00007557895,0.0005170637],"category_scores_gemma":[0.0005162067,0.0002042696,0.0002778445,0.000773106,0.00008576841,0.0002604515,0.00001156019,0.0002318535,0.000006551991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452287,"about_ca_system_score_gemma":0.0003985873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008912634,"about_ca_topic_score_gemma":0.007023045,"domain_scores_codex":[0.9977241,0.0001175322,0.001156399,0.0002190343,0.000296589,0.0004863088],"domain_scores_gemma":[0.9980238,0.00001278478,0.0004107318,0.0002387295,0.0004949482,0.0008189735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001296488,0.0002148543,0.2584383,0.001721018,0.000946416,0.0007056357,0.02278519,0.00004662719,0.02325563,0.002151825,0.5391257,0.1504791],"study_design_scores_gemma":[0.002748102,0.003405383,0.3062159,0.02044693,0.004205193,0.0009708763,0.01486203,0.0001977532,0.00713986,0.005600372,0.6322654,0.001942265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.533676,0.4578999,0.00007249618,0.001533605,0.005048572,0.0003634435,0.00003328233,0.00001959479,0.001353126],"genre_scores_gemma":[0.7690807,0.2296795,0.0003631593,0.00007313622,0.0005187502,0.000005607539,0.00001616535,0.00004208918,0.0002209238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2354047,"threshold_uncertainty_score":0.8329871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2732754194280196,"score_gpt":0.3948234045974928,"score_spread":0.1215479851694732,"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."}}