{"id":"W4416734850","doi":"10.1177/08404704251392816","title":"interRAI Implementation: Health System Considerations","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":"St Joseph's Health Care; University of Waterloo; Western University","funders":"","keywords":"Key (lock); Health informatics; Grey literature; Healthcare system; Health data","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4237618,0.000998051,0.002120038,0.004648612,0.005552399,0.02192207,0.008889675,0.01229528,0.01394102],"category_scores_gemma":[0.3953527,0.001083872,0.002934267,0.007324956,0.01274473,0.03444494,0.01631872,0.01491951,0.001996997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02236103,"about_ca_system_score_gemma":0.08794579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01418788,"about_ca_topic_score_gemma":0.01316369,"domain_scores_codex":[0.5462999,0.3475918,0.03804473,0.008059299,0.04082416,0.01918004],"domain_scores_gemma":[0.4759372,0.4029384,0.03175487,0.01760859,0.05900049,0.01276043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004458353,0.0005237035,0.01499735,0.02560637,0.0005139668,0.001064803,0.03887921,0.002808101,0.0009660987,0.4245038,0.1343131,0.3553777],"study_design_scores_gemma":[0.0001993435,0.001068301,0.02006109,0.08446433,0.0003681751,0.001662279,0.1008364,0.002166878,0.001725817,0.102049,0.6850873,0.0003110726],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008012177,0.02265181,0.01115075,0.9255937,0.003487743,0.00117306,0.0003551691,0.0001858809,0.02738963],"genre_scores_gemma":[0.3527209,0.03418169,0.08016974,0.5086336,0.005589411,0.0100046,0.001096096,0.0003237936,0.007280233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4237618,"threshold_uncertainty_score":0.7106044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0502801955982229,"score_gpt":0.4854081502490665,"score_spread":0.4351279546508436,"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."}}