{"id":"W2057713077","doi":"10.1016/j.jemermed.2010.05.099","title":"Emergency Department Workload Increase: Dependence on Primary Care?","year":2010,"lang":"en","type":"letter","venue":"Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Overcrowding; Scopus; Workload; Emergency department; Primary care; Government (linguistics); Medicine; Medical emergency; Family medicine; MEDLINE; Nursing; Political science; Management","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0008994155,0.001090066,0.00242197,0.000890966,0.0002658283,0.000004283152,0.0007865135,0.001710775,0.01268334],"category_scores_gemma":[0.001225669,0.0007494469,0.001152944,0.0007287703,0.0002106507,0.0001721613,0.0001546343,0.009924563,0.0001126515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003877795,"about_ca_system_score_gemma":0.000622062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007504752,"about_ca_topic_score_gemma":0.00004725868,"domain_scores_codex":[0.9917937,0.0002208606,0.003324121,0.0007275252,0.002993986,0.0009398058],"domain_scores_gemma":[0.9935471,0.0001684808,0.002287463,0.001067267,0.002412623,0.0005170523],"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":[0.0004567136,0.0001937943,0.0042957,0.001777984,0.001165047,0.003221489,0.000563593,0.000001106195,0.001036984,0.00001005239,0.9840032,0.003274334],"study_design_scores_gemma":[0.001797425,0.003489781,0.003505571,0.003965067,0.002731904,0.0005262248,0.0003215727,5.504532e-7,0.0001808681,0.0001963826,0.9826371,0.0006475491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02038081,0.229484,0.00007914451,0.5815131,0.07401399,0.001444082,0.0001384884,0.000112379,0.09283404],"genre_scores_gemma":[0.009843133,0.5070158,0.0008735024,0.3098247,0.1450418,0.0001146412,0.001087336,0.0004758666,0.0257232],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2775319,"threshold_uncertainty_score":0.9995852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03063622352207903,"score_gpt":0.3228891791369874,"score_spread":0.2922529556149084,"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."}}