{"id":"W4400279914","doi":"10.1007/s43678-024-00744-x","title":"Ensuring excellent care for frail and complex older patients in the ED by controlling what we can control","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; Ottawa Hospital; Schwartz/Reisman Emergency Medicine Institute; University of Ottawa; Centre Hospitalier Universitaire de Sherbrooke; Sinai Health System; University of Toronto","funders":"","keywords":"Control (management); Gerontology; Psychology; Medicine; Computer science; Artificial intelligence","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":[0.01362879,0.006014119,0.007239488,0.004837865,0.006125512,0.01317273,0.004743732,0.03901072,0.01394653],"category_scores_gemma":[0.07249176,0.001899593,0.004727225,0.002559701,0.004038785,0.005679099,0.002255538,0.04283045,0.00792213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009385135,"about_ca_system_score_gemma":0.01527154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01655286,"about_ca_topic_score_gemma":0.05125576,"domain_scores_codex":[0.988187,0.002147825,0.001526547,0.0009910442,0.006244524,0.0009029964],"domain_scores_gemma":[0.9221629,0.03527338,0.003216904,0.001136633,0.02575321,0.01245706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003649137,0.00001752246,0.00003778624,0.0003845517,0.00003398487,0.00008265679,0.00002421525,0.0000263798,0.00001714713,0.0002292091,0.9951316,0.003978402],"study_design_scores_gemma":[0.0003053359,0.00008294141,0.0006885123,0.00264963,0.0003135683,0.0002978785,0.0002278051,0.0002765381,0.00007470798,0.001348098,0.9936668,0.00006817606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001896633,0.004956094,0.00006011246,0.03734929,0.9566489,0.00002303587,0.00003303417,0.0000199708,0.0008906565],"genre_scores_gemma":[0.0002183376,0.004774353,0.00007932762,0.02275554,0.9694108,0.00002872073,0.00001669415,0.00001613307,0.002700109],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03901072,"threshold_uncertainty_score":0.0720768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286071214079829,"score_gpt":0.3100674187934063,"score_spread":0.277206706652608,"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."}}