{"id":"W4306247115","doi":"10.1097/md.0000000000031021","title":"The effects of acute care hospitalization on health and cost trajectories for nursing home residents: A matched cohort study","year":2022,"lang":"en","type":"article","venue":"Medicine","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; Centre Hospitalier de l’Université de Montréal; Health Sciences Centre; Sunnybrook Health Science Centre; University of Waterloo; University of Toronto","funders":"","keywords":"Medicine; Acute care; Nursing homes; Emergency medicine; Population; Medical prescription; Health care; Cohort; Activities of daily living; Physical therapy; Nursing; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001137826,0.000425495,0.0004267108,0.0008412941,0.0009159261,0.0008051796,0.0004994877,0.0007806702,0.001724555],"category_scores_gemma":[0.002522747,0.0005054426,0.001006044,0.001026418,0.0002285167,0.0006233089,0.0006075245,0.000942268,0.000460239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005408213,"about_ca_system_score_gemma":0.0005949686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02204513,"about_ca_topic_score_gemma":0.02155594,"domain_scores_codex":[0.9991968,0.0002153733,0.0000664449,0.0001839691,0.0001385501,0.0001988924],"domain_scores_gemma":[0.9986406,0.000164391,0.0003705866,0.0002247245,0.0002110242,0.0003885762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000326388,0.0002402914,0.9980432,0.000006118145,0.0001825377,0.0001004291,0.0001169428,0.00001868402,0.00007935215,0.00001450168,0.0001652811,0.0007062739],"study_design_scores_gemma":[0.00002717071,0.0002513016,0.9990207,0.000005950699,0.00005133975,0.0001120372,0.0002332811,0.0001286649,0.00001622985,0.00001644994,0.0001310196,0.00000573795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991438,0.0001165267,0.00004926521,0.00002393882,0.00001147703,0.00002165947,0.0004460517,0.000001683957,0.0001855985],"genre_scores_gemma":[0.9989498,0.00008667842,0.00006396582,0.00004232652,0.00001431212,0.00003272013,0.0005616266,0.000002324553,0.0002463057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02204513,"threshold_uncertainty_score":0.04383361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640143838520603,"score_gpt":0.3974822562144287,"score_spread":0.3810808178292227,"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."}}