{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004492154,0.0002268723,0.0005243485,0.0005741699,0.0004392615,0.000002118158,0.0003405159,0.0001939874,0.00009252944],"category_scores_gemma":[0.0002053782,0.0002650864,0.000136997,0.001237268,0.00001726576,0.0001056553,0.0004104284,0.0008918683,0.00001233474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002419789,"about_ca_system_score_gemma":0.0006083618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008803582,"about_ca_topic_score_gemma":0.007863214,"domain_scores_codex":[0.9963956,0.0007624947,0.001011412,0.0004250218,0.0006182538,0.0007872341],"domain_scores_gemma":[0.9983323,0.0001784814,0.0006823178,0.0003139426,0.0003795294,0.0001134291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001447318,0.0002459828,0.932474,0.0005443809,0.00001015868,0.00002969183,0.06302736,0.00006465327,0.000003229357,0.00001211602,0.0002184686,0.003225201],"study_design_scores_gemma":[0.003864834,0.0005554325,0.9561486,0.0001960769,0.00002162752,3.929204e-7,0.03881685,0.000008529439,0.000005768961,0.00004385513,0.00009161817,0.0002464061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923087,0.001226298,0.000002986463,0.000206721,0.003972368,0.001248665,0.0007876028,0.00004540133,0.000201211],"genre_scores_gemma":[0.9984585,0.0001196478,0.0000449507,0.00007235222,0.0001122864,0.0001593165,0.0008751746,0.00004826002,0.0001094861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02421051,"threshold_uncertainty_score":0.9999802,"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."}}