{"id":"W2885523358","doi":"10.1089/pop.2018.0065","title":"Nursing Home Compare Star Rankings and the Variation in Potentially Preventable Emergency Department Visits and Hospital Admissions","year":2018,"lang":"en","type":"article","venue":"Population Health Management","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Riverview Hospital","funders":"","keywords":"Emergency department; Medicine; Nursing homes; Emergency medicine; Emergency nursing; Medical emergency; Family medicine; Nursing","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":[0.01137428,0.0002163299,0.0003016916,0.002401247,0.000396869,0.001071591,0.0003886714,0.0003308525,0.0009651465],"category_scores_gemma":[0.069394,0.0001166018,0.0006339345,0.002998121,0.0004451404,0.0008262994,0.001123925,0.0005424654,0.0002443204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100405,"about_ca_system_score_gemma":0.0006955105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00866782,"about_ca_topic_score_gemma":0.009071851,"domain_scores_codex":[0.9884717,0.006746074,0.001170204,0.0008493909,0.002295861,0.0004666345],"domain_scores_gemma":[0.9391888,0.03060718,0.01584244,0.003310424,0.00915242,0.00189876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001998762,0.00006037197,0.9804819,0.00003036342,0.0002742284,0.00003030316,0.0003271631,0.0006064718,0.00004596148,0.0006668214,0.003251534,0.0140251],"study_design_scores_gemma":[0.000013371,0.0001657083,0.9941076,0.00002237603,0.00004441287,0.0001005315,0.0004174631,0.002099528,0.0001135929,0.0009915179,0.001902614,0.00002122048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855064,0.0009091576,0.003370373,0.001181589,0.0001584314,0.00004749553,0.00336106,0.0000691373,0.005396255],"genre_scores_gemma":[0.9971397,0.0001053817,0.0007074815,0.0001001458,0.00004029891,0.00002818339,0.001579904,0.00001174413,0.0002871651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01137428,"threshold_uncertainty_score":0.06015366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258237129003241,"score_gpt":0.3764019659387188,"score_spread":0.3538195946486863,"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."}}