{"id":"W2801474845","doi":"10.1017/cem.2018.294","title":"P096: Real-time 72 hour readmission alert","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Workflow; Medical emergency; Emergency department; Emergency medicine; Nursing; Database; Computer science","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":[0.0008854256,0.0005568059,0.0004746456,0.001171836,0.0007690448,0.001164009,0.0007791203,0.001682613,0.05477076],"category_scores_gemma":[0.01014422,0.0002306661,0.0003193996,0.0004928826,0.0001254817,0.0006780273,0.0009319356,0.001370574,0.0154658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006486727,"about_ca_system_score_gemma":0.00114013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006911558,"about_ca_topic_score_gemma":0.009688917,"domain_scores_codex":[0.9991491,0.00013697,0.0001119989,0.00008605952,0.0003854078,0.000130478],"domain_scores_gemma":[0.9950801,0.001084932,0.000484116,0.0002487651,0.002112589,0.0009895301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001628654,0.0004919664,0.0770829,0.0002248746,0.00004861112,0.002550717,0.000278605,0.0005749207,0.001708533,0.0005345391,0.7973651,0.1175106],"study_design_scores_gemma":[0.00126906,0.002548415,0.4707281,0.001127829,0.0002021157,0.006578298,0.002142281,0.0145977,0.007200347,0.002745975,0.4905991,0.0002607974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3594353,0.001951182,0.01559778,0.05639568,0.0214902,0.004724707,0.09300978,0.03918641,0.4082089],"genre_scores_gemma":[0.8772872,0.001025407,0.01225768,0.009356546,0.004582498,0.001200631,0.02815848,0.001046113,0.06508538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05477076,"threshold_uncertainty_score":0.1832265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06299376996586835,"score_gpt":0.3491262371759067,"score_spread":0.2861324672100383,"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."}}