{"id":"W2460835737","doi":"10.1016/s1553-7250(10)36039-9","title":"Discharge Documentation of Patients Discharged to Subacute Facilities: A Three-Year Quality Improvement Process Across an Integrated Health Care System","year":2010,"lang":"en","type":"article","venue":"The Joint Commission Journal on Quality and Patient Safety","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Documentation; Medicine; Quality management; Medical emergency; Health care; Psychological intervention; Quality (philosophy); Service (business); Nursing; Business; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962152,0.0002914661,0.000634315,0.00009233067,0.0007330256,0.00007008562,0.0001370467,0.00007913834,0.0001332348],"category_scores_gemma":[0.0001331747,0.0001616032,0.00015042,0.0001786412,0.00008228684,0.0002314619,0.00008975198,0.000569481,0.00001125385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002487543,"about_ca_system_score_gemma":0.0001391267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004116245,"about_ca_topic_score_gemma":0.0002317806,"domain_scores_codex":[0.9964609,0.0005900732,0.001382966,0.0003132171,0.0008733996,0.0003794795],"domain_scores_gemma":[0.9976503,0.00008428495,0.0007094855,0.0004975547,0.000444158,0.0006142283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03016747,0.006868555,0.1935264,0.007088234,0.0009281534,0.00001270427,0.317078,0.00008416486,0.005036772,0.01510512,0.003494901,0.4206095],"study_design_scores_gemma":[0.01566587,0.02159323,0.6070974,0.002354794,0.0001995546,0.00002051974,0.2513252,0.0001211241,0.0056017,0.0002896428,0.09477177,0.0009591846],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874274,0.00002725346,0.000884384,0.00882364,0.0003629612,0.001821158,0.0004487887,0.00004531579,0.0001591017],"genre_scores_gemma":[0.9983271,0.0000204894,0.0005292661,0.000684831,0.00005077253,0.0000382318,0.0002146577,0.00001786923,0.0001167766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4196503,"threshold_uncertainty_score":0.6589987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04089316812395741,"score_gpt":0.3686449573707991,"score_spread":0.3277517892468417,"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."}}