{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003804636,0.0001913813,0.0003454795,0.0003230012,0.0004521819,3.254824e-7,0.0001999971,0.0002289442,0.00003399648],"category_scores_gemma":[0.00005206153,0.0001756506,0.0001242686,0.0004406745,0.00001865205,0.0001362178,0.00001073845,0.001064891,0.0001388922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006804693,"about_ca_system_score_gemma":0.0004755402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002445588,"about_ca_topic_score_gemma":0.0008638858,"domain_scores_codex":[0.9969803,0.001213825,0.0007286328,0.0002193373,0.0003262918,0.0005316254],"domain_scores_gemma":[0.9983497,0.0001849569,0.0003499613,0.0004919058,0.0002360869,0.0003874264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001301417,0.0009856689,0.4986086,0.0004975835,0.00004914572,0.00001744246,0.4678787,0.0003596244,0.0002487814,0.0003769079,0.0003247669,0.0293514],"study_design_scores_gemma":[0.001147033,0.009240173,0.9546645,0.001241187,0.00001270094,6.066207e-7,0.03322608,0.00003798383,0.000009505156,0.0001440656,0.0001214874,0.0001546214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903759,0.00002386008,0.000310004,0.006913844,0.000459227,0.001448436,0.0001658942,0.00006925988,0.0002335421],"genre_scores_gemma":[0.9976815,0.00001184805,0.0001536931,0.001556009,0.00008736613,0.00006960337,0.0003864511,0.00001729661,0.00003622767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.456056,"threshold_uncertainty_score":0.7162825,"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."}}