{"id":"W1972566009","doi":"10.12927/hcq.2009.20964","title":"Impact of Adverse Events on Hospital Disposition in Community-Dwelling Seniors Admitted to Acute Care","year":2009,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Nova Scotia Health Research Foundation","keywords":"Medicine; Acute care; Retrospective cohort study; Adverse effect; Emergency medicine; Cohort; Health care; Community hospital; Population; Environmental health; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008044596,0.000206804,0.0002744926,0.0007864573,0.0006113123,0.0007335806,0.0003026437,0.000424649,0.001486815],"category_scores_gemma":[0.010713,0.0001815756,0.0005120334,0.0007077586,0.0003295967,0.000475209,0.0006841407,0.0006579602,0.0001385515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007075992,"about_ca_system_score_gemma":0.0008374454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01543932,"about_ca_topic_score_gemma":0.02848264,"domain_scores_codex":[0.9987879,0.0003580308,0.0001584018,0.00009815265,0.0003112178,0.0002863132],"domain_scores_gemma":[0.9905701,0.001603631,0.00487881,0.0002328191,0.001016633,0.001698118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008463071,0.00003378215,0.9982394,0.000006686089,0.00002163469,0.00005831547,0.00003760335,0.00001648044,0.00002332337,0.000005227516,0.00007156909,0.001401382],"study_design_scores_gemma":[0.000003410461,0.000106687,0.9994718,0.000008283307,0.000008561617,0.0001478025,0.0001473457,0.0000522533,0.00001054508,0.000008965612,0.00003237947,0.000001890122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993953,0.0001886845,0.00001710158,0.00006197685,0.000006535203,0.0000048533,0.00008519526,0.000001913437,0.000238427],"genre_scores_gemma":[0.9997137,0.00007815787,0.00002489205,0.00002482828,0.00001000224,0.000002359034,0.0001068691,5.870106e-7,0.00003846667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01543932,"threshold_uncertainty_score":0.03069896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915402076968832,"score_gpt":0.4226033108620018,"score_spread":0.3934492900923135,"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."}}