{"id":"W2823749553","doi":"10.1186/s12877-018-0854-8","title":"Repeat emergency department visits by nursing home residents: a cohort study using health administrative data","year":2018,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; Memorial University of Newfoundland; University of Alberta","funders":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research; University of Toronto; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Emergency department; Logistic regression; Odds ratio; Confidence interval; Cohort; Cohort study; Demography; Emergency medicine; Internal medicine; Psychiatry","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":[0.00259589,0.0004212186,0.0005547545,0.001343608,0.00140339,0.001267921,0.001104804,0.0005726915,0.000764355],"category_scores_gemma":[0.004411447,0.0007442431,0.001005538,0.002570396,0.0005336315,0.0009471095,0.0009944683,0.001013768,0.0002003685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002144917,"about_ca_system_score_gemma":0.00244698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.391703,"about_ca_topic_score_gemma":0.4501397,"domain_scores_codex":[0.9983507,0.0003065821,0.0001646623,0.0004153159,0.0003903986,0.0003723119],"domain_scores_gemma":[0.9964999,0.0005530529,0.001196432,0.0005247527,0.0006601355,0.0005656274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006021165,0.00004366006,0.9989792,0.000006005839,0.00006285022,0.0000775053,0.00027105,0.00001381712,0.00004785389,0.000007482645,0.00008661635,0.000343868],"study_design_scores_gemma":[0.00001820063,0.00009672716,0.9984056,0.00001608435,0.00005607243,0.0001539004,0.0008026634,0.0002387613,0.00002679002,0.00001039479,0.0001656543,0.000009135931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989794,0.00008153119,0.00008138662,0.00002401889,0.000003833735,0.00003049494,0.0006902202,0.000002484635,0.000106681],"genre_scores_gemma":[0.9985499,0.0001292575,0.0002226884,0.00003491097,0.000007152129,0.00004605098,0.0008644963,0.000003569759,0.0001420029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.391703,"threshold_uncertainty_score":0.778846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1705381203779356,"score_gpt":0.4918197278143048,"score_spread":0.3212816074363692,"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."}}