{"id":"W3022473013","doi":"10.1097/tme.0000000000000293","title":"The Metrics of Acute Care Reentry and Emergency Department Visits by Recently Discharged Inpatients","year":2020,"lang":"en","type":"article","venue":"Advanced Emergency Nursing Journal","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Fraser Health; University of New Brunswick","funders":"","keywords":"Emergency department; Medicine; Reentry; Presentation (obstetrics); Emergency medicine; Acute care; Emergency medical services; Medical emergency; Metric (unit); Health care; Internal medicine; Nursing; Surgery","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":[0.0045328,0.0003762945,0.0003782108,0.003577439,0.0003647552,0.0012713,0.0007237587,0.0004573665,0.001018871],"category_scores_gemma":[0.04496909,0.0001877165,0.0007455013,0.00316265,0.000486445,0.001717124,0.001614078,0.0008334988,0.0002817067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082206,"about_ca_system_score_gemma":0.001008485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005726515,"about_ca_topic_score_gemma":0.006390367,"domain_scores_codex":[0.9939879,0.002238567,0.001229692,0.0004405793,0.001659914,0.0004432242],"domain_scores_gemma":[0.9554182,0.01388125,0.02204545,0.001525499,0.004658141,0.002471367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006807705,0.00002355437,0.993219,0.00002814957,0.00005479366,0.00004245168,0.0002474165,0.0002901961,0.0001159857,0.0001501145,0.0002838406,0.005476456],"study_design_scores_gemma":[0.000001705107,0.00007741381,0.998311,0.00001068924,0.000006671874,0.0001598327,0.0003335398,0.0006632212,0.0000723355,0.00007994892,0.0002764689,0.000007176926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944876,0.0004655908,0.001559444,0.0003078647,0.00002030611,0.00004776178,0.001396573,0.00005160814,0.00166338],"genre_scores_gemma":[0.9970428,0.0001370751,0.001437683,0.0000229411,0.0000226997,0.00004455556,0.001111395,0.00001038763,0.000170283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005726515,"threshold_uncertainty_score":0.02397203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257337222214928,"score_gpt":0.3086283046267057,"score_spread":0.2960549324045564,"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."}}