{"id":"W2904041676","doi":"10.1177/1178632918818836","title":"Development and Testing of the interRAI Acute Care: A Standardized Assessment Administered by Nurses for Patients Admitted to Acute Care","year":2018,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College","funders":"Canterbury District Health Board","keywords":"Acute care; Medicine; Psychosocial; Documentation; Minimum Data Set; Test (biology); Nursing; Health care; Nursing homes; Computer science; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04212059,0.0007453592,0.001107844,0.003623427,0.001093313,0.002629706,0.001988604,0.0009227386,0.001613626],"category_scores_gemma":[0.07555596,0.0005121076,0.001699758,0.001976055,0.00132114,0.002198803,0.003977546,0.001892442,0.0009923427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00271806,"about_ca_system_score_gemma":0.01145767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002474247,"about_ca_topic_score_gemma":0.005240561,"domain_scores_codex":[0.9558415,0.02053193,0.01154547,0.002004536,0.009046208,0.001030399],"domain_scores_gemma":[0.9273417,0.01908857,0.01962739,0.005269014,0.02575337,0.002919821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009602215,0.002347794,0.4906412,0.002085976,0.0003322588,0.0002851555,0.01649893,0.002789977,0.006097945,0.003028211,0.015044,0.4598882],"study_design_scores_gemma":[0.0003062897,0.005988966,0.9336741,0.001833374,0.0001853315,0.0009307211,0.01273497,0.007595836,0.004509707,0.002309192,0.02966956,0.0002619282],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8477926,0.00140644,0.07932501,0.00327493,0.0006642748,0.03577762,0.004137976,0.001076278,0.02654484],"genre_scores_gemma":[0.7124107,0.001369842,0.2474867,0.0008553408,0.000191422,0.0311991,0.004174468,0.0001087896,0.002203639],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04212059,"threshold_uncertainty_score":0.2227576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04749423268695003,"score_gpt":0.3949907028425867,"score_spread":0.3474964701556367,"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."}}