{"id":"W3163086059","doi":"10.1136/bmjopen-2021-048613","title":"Interventions and strategies involving primary healthcare professionals to manage emergency department overcrowding: a scoping review","year":2021,"lang":"en","type":"review","venue":"BMJ Open","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Université Laval; Manitoba Health; Manitoba Harm Reduction Network; College of Family Physicians of Canada; Bausch Health (Canada); HEC Montréal; Université de Montréal; University of Alberta; CancerCare Manitoba; University of Manitoba; George & Fay Yee Centre for Healthcare Innovation","funders":"Canadian Institutes of Health Research; Winnipeg Foundation; University of Alberta; Manitoba Medical Service Foundation","keywords":"Psychological intervention; Medicine; Overcrowding; Emergency department; CINAHL; MEDLINE; Family medicine; Grey literature; Health care; Triage; Nursing; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0351638,0.002785315,0.007863623,0.02093715,0.002060637,0.007102361,0.003397607,0.005604147,0.005652083],"category_scores_gemma":[0.1214252,0.002200105,0.007181678,0.01834409,0.001975603,0.005817546,0.003243521,0.002540694,0.0009266165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008241587,"about_ca_system_score_gemma":0.03672475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008119622,"about_ca_topic_score_gemma":0.01671237,"domain_scores_codex":[0.9731985,0.01174882,0.008770336,0.001228593,0.004229665,0.0008241507],"domain_scores_gemma":[0.9109281,0.06803244,0.01092921,0.001009367,0.008437989,0.0006628605],"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":[0.0001541484,0.00009619726,0.0007486151,0.8853737,0.002342975,0.0001515417,0.001204542,0.000230839,0.0001874928,0.0009505907,0.003985059,0.1045743],"study_design_scores_gemma":[0.00007393475,0.0001355298,0.00120036,0.9740384,0.006364239,0.0001202719,0.0008100081,0.00007708643,0.0001320812,0.0002959718,0.0167315,0.00002057571],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001459839,0.991385,0.0007509749,0.001333065,0.0004715776,0.002852656,0.000273927,0.00001810579,0.001454793],"genre_scores_gemma":[0.007981686,0.9836608,0.002605908,0.0007668065,0.0002133922,0.004302843,0.0002223696,0.000008272889,0.0002380015],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0351638,"threshold_uncertainty_score":0.1859662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2903814295934514,"score_gpt":0.566098583220327,"score_spread":0.2757171536268756,"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."}}