{"id":"W4293103303","doi":"10.3390/geriatrics7040081","title":"Healthcare-Associated Adverse Events in Alternate Level of Care Patients Awaiting Long-Term Care in Hospital","year":2022,"lang":"en","type":"article","venue":"Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Medicine; Adverse effect; Incidence (geometry); Delirium; Emergency medicine; Respiratory tract infections; Acute care; Health care; Long-term care; Retrospective cohort study; Intensive care medicine; Pediatrics; Internal medicine; Respiratory system","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007069673,0.0001937024,0.0003129242,0.0006662129,0.0005958371,0.0005493124,0.0003696756,0.0002311002,0.001966594],"category_scores_gemma":[0.003312564,0.0001182295,0.0005612003,0.00127163,0.0002636849,0.0002988258,0.0006420672,0.0004304001,0.0001346739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002146025,"about_ca_system_score_gemma":0.002416639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09851675,"about_ca_topic_score_gemma":0.1966286,"domain_scores_codex":[0.9992167,0.0001104095,0.0001524633,0.00008082854,0.0002594755,0.0001801895],"domain_scores_gemma":[0.9946314,0.0004066808,0.003615811,0.00009502122,0.0005595267,0.0006915746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003750559,0.00001479158,0.9974909,0.00004254698,0.00003190343,0.00009034786,0.0001238958,0.0000778539,0.00006652856,0.00002106072,0.00020195,0.001800827],"study_design_scores_gemma":[0.000002763741,0.00007238868,0.9987858,0.00003976537,0.00001198282,0.0002114514,0.0003210334,0.0002224357,0.00003140149,0.00003133663,0.0002645308,0.000005091983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967861,0.0004770821,0.0002544821,0.0002354632,0.000009829052,0.0000260171,0.001344401,0.0000113566,0.0008551494],"genre_scores_gemma":[0.9986417,0.0002374266,0.0002139753,0.00008584699,0.00001364413,0.00001337821,0.0006480903,0.000001556952,0.0001444496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09851675,"threshold_uncertainty_score":0.1958867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03794102005923283,"score_gpt":0.3545933546943902,"score_spread":0.3166523346351574,"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."}}