{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001345998,0.0002841635,0.0004238242,0.00007805781,0.0007373085,0.000009704931,0.0001916603,0.00007088524,0.0001419656],"category_scores_gemma":[0.0002771436,0.000201697,0.0002161419,0.0007019545,0.00008365419,0.000223593,0.00006009101,0.0004421572,0.000003910149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020591,"about_ca_system_score_gemma":0.00005127836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001639755,"about_ca_topic_score_gemma":0.00000184037,"domain_scores_codex":[0.9976035,0.00008287744,0.0009066903,0.0003265457,0.0006066241,0.0004737399],"domain_scores_gemma":[0.9983696,0.00002399284,0.0004312594,0.000213797,0.000577652,0.000383693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002365211,0.0006160615,0.1533232,0.0004417913,0.002629183,0.00007086897,0.02040041,0.0000293076,0.053672,0.0002565733,0.3505749,0.4156205],"study_design_scores_gemma":[0.02508854,0.02058997,0.1619454,0.005024169,0.01350188,0.0007206651,0.09218268,0.0009626016,0.1418928,0.005606464,0.5275341,0.004950692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7496595,0.2292075,0.001825232,0.01003781,0.006178334,0.0007313098,0.0002156541,0.00006291973,0.002081703],"genre_scores_gemma":[0.7768981,0.2214126,0.0009972851,0.0001073155,0.0002778553,0.00001134351,0.00005985241,0.00004122876,0.0001944621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4106698,"threshold_uncertainty_score":0.8224963,"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."}}