{"id":"W4282962326","doi":"10.1097/rnj.0000000000000375","title":"Impact of Reengineered Discharge Toolkit on Patients Undergoing Total Joint Surgeries","year":2022,"lang":"en","type":"article","venue":"Rehabilitation Nursing","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Medicine; Hospital discharge; Patient discharge; Discharge planning; Joint replacement; Physical therapy; Emergency medicine; Medical emergency; Nursing; Intensive care medicine; Surgery; MEDLINE; Arthroplasty","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":[0.003505904,0.000265042,0.0003738994,0.0003675724,0.0006645512,0.0007205486,0.000402973,0.0003244832,0.002486314],"category_scores_gemma":[0.01242699,0.0001902504,0.0006052047,0.0002549748,0.0002560584,0.0004569127,0.001793029,0.0008995986,0.0002564024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007985267,"about_ca_system_score_gemma":0.002261605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002010519,"about_ca_topic_score_gemma":0.004394912,"domain_scores_codex":[0.9966491,0.001992222,0.0002922751,0.0001276671,0.0004743373,0.0004645107],"domain_scores_gemma":[0.993077,0.001968478,0.00167989,0.0003803703,0.0005728502,0.002321409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005212035,0.04297081,0.5516029,0.0007717574,0.0004428195,0.000482944,0.005402165,0.002400103,0.002383342,0.0001317399,0.003046929,0.3851525],"study_design_scores_gemma":[0.000683167,0.03448386,0.9560302,0.0001963537,0.0001375514,0.000224785,0.003449814,0.00181466,0.001050564,0.0000902683,0.001766928,0.00007186673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989232,0.00005542305,0.00008881099,0.0001409004,0.000008837987,0.0001441991,0.00003775284,0.0000184039,0.00058248],"genre_scores_gemma":[0.9987663,0.00005380581,0.0007008709,0.00008975998,0.000005411098,0.0001307592,0.00006557731,0.000002289381,0.0001853886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003505904,"threshold_uncertainty_score":0.01854122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328979054805388,"score_gpt":0.2831109119522121,"score_spread":0.2698211214041581,"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."}}