{"id":"W4416093977","doi":"10.1177/08404704251389191","title":"A Rapid Review of International Evaluations of interRAI Systems","year":2025,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University; Lakehead University; University of Waterloo","funders":"","keywords":"Purchasing; Health informatics; Information system; Health care; Information technology; Service (business); MEDLINE","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":[0.05083585,0.001665938,0.004763606,0.03086939,0.001139994,0.005016361,0.002728116,0.002024533,0.007703378],"category_scores_gemma":[0.1485254,0.001426594,0.00605774,0.02435101,0.001540151,0.004818964,0.00349004,0.00235591,0.001250261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007031322,"about_ca_system_score_gemma":0.02779591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006241381,"about_ca_topic_score_gemma":0.01753202,"domain_scores_codex":[0.9570542,0.01426383,0.01607572,0.001887849,0.009927256,0.0007911317],"domain_scores_gemma":[0.8230473,0.1139122,0.02320146,0.004835188,0.03370553,0.001298386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001216495,0.00003040552,0.000573581,0.7711664,0.00277613,0.00008128998,0.0005004368,0.0001281227,0.0003345538,0.001624385,0.009294354,0.2133686],"study_design_scores_gemma":[0.00005581341,0.0001458162,0.003009656,0.8302055,0.01009342,0.0002127181,0.0005053418,0.00004868722,0.0003495327,0.0005349538,0.1548019,0.00003662065],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005121685,0.99344,0.0006701538,0.001145337,0.0004724494,0.0006340225,0.0009268509,0.00003232392,0.00216673],"genre_scores_gemma":[0.00669487,0.9869145,0.003117209,0.001007199,0.0001579906,0.001069819,0.0006870551,0.00002620175,0.0003251859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05083585,"threshold_uncertainty_score":0.2688489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1652796662366607,"score_gpt":0.5417276517260194,"score_spread":0.3764479854893588,"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."}}