{"id":"W4415599958","doi":"10.1177/08404704251389190","title":"Born from Crisis: The Evolution of interRAI and Its Relevance to Today’s Healthcare Challenges","year":2025,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Lawson Health Research Institute; Western University","funders":"","keywords":"Health care; Stakeholder; Relevance (law); Health informatics; Healthcare system; Work (physics); Minimum Data Set; Set (abstract data type)","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":[0.04411563,0.00059924,0.001117464,0.004123256,0.005655423,0.01522277,0.002509423,0.003176778,0.004128746],"category_scores_gemma":[0.04144857,0.000623216,0.0009037671,0.006377672,0.01988971,0.02329717,0.01265135,0.0107062,0.0008080798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01424858,"about_ca_system_score_gemma":0.02450991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009021699,"about_ca_topic_score_gemma":0.01009778,"domain_scores_codex":[0.9667003,0.01982822,0.002464299,0.002900673,0.005935781,0.002170861],"domain_scores_gemma":[0.9499202,0.02765831,0.004009104,0.003874174,0.009828424,0.004709714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001029586,0.0001408445,0.01777645,0.001963555,0.00008083969,0.0007594074,0.07047707,0.0005969122,0.0005896576,0.4671483,0.04493538,0.3954286],"study_design_scores_gemma":[0.00001658724,0.0002073199,0.02234522,0.005953189,0.00004736743,0.002143296,0.1225683,0.001295939,0.0005444728,0.1689644,0.6756828,0.0002309937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0648459,0.1233716,0.03651903,0.6405355,0.00636724,0.0002802793,0.0006691376,0.0004615203,0.1269499],"genre_scores_gemma":[0.7615859,0.09826617,0.04779859,0.07803623,0.00429778,0.0005599471,0.0007698687,0.0004894922,0.008196009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04411563,"threshold_uncertainty_score":0.2333086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04656923183844529,"score_gpt":0.4024145711334121,"score_spread":0.3558453392949668,"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."}}