{"id":"W2942911186","doi":"10.1017/cem.2019.242","title":"P051: Interventions to improve emergency department consultation processes: a systematic review","year":2019,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychological intervention; Medicine; Emergency department; MEDLINE; Family medicine; Triage; Crowding; Emergency medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008389088,0.001775208,0.009276971,0.00503436,0.0007476172,0.003114837,0.002335816,0.003219461,0.01026391],"category_scores_gemma":[0.04402495,0.001282859,0.01117965,0.00574763,0.0009360295,0.002539326,0.001839189,0.003581756,0.0006235666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004342423,"about_ca_system_score_gemma":0.01407956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02320489,"about_ca_topic_score_gemma":0.06575063,"domain_scores_codex":[0.9928208,0.002703755,0.002107464,0.000695941,0.001319783,0.0003522719],"domain_scores_gemma":[0.9790152,0.01609063,0.002758971,0.0002644082,0.001446019,0.0004247469],"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":[0.0005994617,0.00007995147,0.0007579008,0.9351378,0.02566379,0.00005414928,0.0001392727,0.0001042125,0.000079634,0.000146762,0.001751842,0.03548523],"study_design_scores_gemma":[0.003269482,0.0004367575,0.006017671,0.7059721,0.2708204,0.0001465574,0.0003594011,0.0001746559,0.0001356013,0.0002905927,0.01232368,0.0000530896],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001164283,0.996841,0.0001732308,0.0003478584,0.0002332145,0.0005689524,0.0003521332,0.00001528438,0.0003040478],"genre_scores_gemma":[0.02726468,0.9688787,0.001301761,0.001202035,0.0001650737,0.0007861572,0.0002202848,0.00001101427,0.0001702349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02320489,"threshold_uncertainty_score":0.04613966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2007619698600857,"score_gpt":0.4546177282888446,"score_spread":0.2538557584287589,"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."}}