{"id":"W2952404917","doi":"10.1503/cmaj.190610","title":"Demand, overcrowding and the pediatric emergency department","year":2019,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overcrowding; Medical emergency; Emergency department; Medicine; Triage; Emergency medicine; Political science; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0007993139,0.000154945,0.0002800024,0.0007686222,0.002755051,0.001618488,0.000635273,0.005519182,0.01054045],"category_scores_gemma":[0.01028716,0.0001928267,0.0002472121,0.001095451,0.00126752,0.00136256,0.0006439283,0.005002114,0.001546092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005746243,"about_ca_system_score_gemma":0.005962473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1522196,"about_ca_topic_score_gemma":0.239354,"domain_scores_codex":[0.99892,0.0002461899,0.00008654746,0.000105268,0.0004019614,0.0002399936],"domain_scores_gemma":[0.9944324,0.001692591,0.00102373,0.00008771416,0.001301238,0.001462225],"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":[0.00007683707,0.0001023523,0.1023313,0.000188898,0.00002528796,0.004186391,0.0007399637,0.00006842638,0.00008938938,0.003311335,0.8570423,0.03183736],"study_design_scores_gemma":[0.0001548982,0.0002466524,0.4043182,0.003716961,0.0001021127,0.01897773,0.01291378,0.001149823,0.00020116,0.01502057,0.543049,0.0001490861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01453001,0.005977266,0.00003210613,0.9590498,0.002550934,0.000008103692,0.0001689192,0.00001305539,0.01766978],"genre_scores_gemma":[0.4874602,0.02228016,0.0003543466,0.4344388,0.04096697,0.00005573981,0.0003608888,0.00003808215,0.01404487],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1522196,"threshold_uncertainty_score":0.3026671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007607065193976769,"score_gpt":0.2413798345579647,"score_spread":0.2337727693639879,"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."}}