{"id":"W3177171574","doi":"10.1016/j.jamda.2021.05.032","title":"Probable Delirium and Associated Patient Characteristics in Long-Term Care and Complex Continuing Care: A Population-Based Observational Study","year":2021,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Public Health; University of Ottawa; Bruyère; Ottawa Hospital","funders":"","keywords":"Medicine; Observational study; Delirium; Long-term care; Term (time); Population; Intensive care medicine; Emergency medicine; Psychiatry; Environmental health; Internal medicine","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":[0.001257566,0.0006001155,0.00109179,0.001197063,0.001096507,0.001580867,0.0009084832,0.001697507,0.00160382],"category_scores_gemma":[0.005617141,0.0009120843,0.00165469,0.002301828,0.0006683513,0.001895051,0.001107536,0.001825312,0.0003190642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008930975,"about_ca_system_score_gemma":0.001019987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01315497,"about_ca_topic_score_gemma":0.01645854,"domain_scores_codex":[0.9984658,0.0003816327,0.0002359444,0.0004462894,0.0002530363,0.0002174239],"domain_scores_gemma":[0.9951349,0.0008386554,0.002160512,0.000436004,0.0005281752,0.0009018094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002317121,0.0001569818,0.9989796,0.00001104065,0.0001576841,0.00005800886,0.00005899602,0.00001384828,0.00006269878,0.000007618044,0.00006148491,0.0002004365],"study_design_scores_gemma":[0.00003459676,0.0002060634,0.999103,0.000006106586,0.00006537583,0.0001701156,0.0002355855,0.0001014191,0.00001045544,0.00001390894,0.00004539438,0.000008055782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992787,0.0001361935,0.00004286394,0.00002376919,0.000006822612,0.00001302283,0.00036636,0.000001572825,0.000130769],"genre_scores_gemma":[0.9989458,0.0001030509,0.00007420603,0.00005039539,0.0000194681,0.00002332819,0.000685088,0.000002151324,0.00009657555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01315497,"threshold_uncertainty_score":0.02615684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783965911211877,"score_gpt":0.2946726977661797,"score_spread":0.2768330386540609,"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."}}