{"id":"W2812039334","doi":"10.1007/s10729-018-9450-x","title":"A review on ambulance offload delay literature","year":2018,"lang":"en","type":"review","venue":"Health Care Management Science","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Psychological intervention; Emergency department; Crowding; Health informatics; Root cause; Medical emergency; Intervention (counseling); Implementation; Triage; Medicine; Staffing; Health care; Public health; Computer science; Nursing; Operations management; Psychology","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":[0.001758648,0.000922127,0.002033488,0.009625257,0.0005002939,0.002172779,0.0009216233,0.00150328,0.008505221],"category_scores_gemma":[0.01384419,0.0005085839,0.001792967,0.009334286,0.000617196,0.002182006,0.001226038,0.001289868,0.0005841962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849277,"about_ca_system_score_gemma":0.008520414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007559513,"about_ca_topic_score_gemma":0.02113993,"domain_scores_codex":[0.9987761,0.0002408388,0.0005667821,0.0001462718,0.0002028994,0.00006708247],"domain_scores_gemma":[0.9905431,0.007253138,0.001326144,0.00008812432,0.000638163,0.0001514245],"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":[0.0001680724,0.000096811,0.002942668,0.5777025,0.001808927,0.0005488332,0.0005816082,0.0001980293,0.0002012618,0.001737462,0.03621024,0.3778036],"study_design_scores_gemma":[0.0001113799,0.0001337171,0.007462821,0.6057684,0.01085236,0.002041626,0.001281765,0.00006162796,0.0001639666,0.001578416,0.3704791,0.0000648405],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001780572,0.9989523,0.00002192764,0.0003160429,0.0001582699,0.000009984277,0.0000875426,0.000001602318,0.0002743206],"genre_scores_gemma":[0.001504747,0.9976083,0.0001105437,0.0004741776,0.0001382207,0.00001739221,0.00005631655,9.494989e-7,0.00008938886],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009625257,"threshold_uncertainty_score":0.02845281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179914047973226,"score_gpt":0.4219794825274597,"score_spread":0.3801803420477274,"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."}}