{"id":"W2538156089","doi":"10.1111/1475-6773.12603","title":"Is a Skilled Nursing Facility's Rehospitalization Rate a Valid Quality Measure?","year":2016,"lang":"en","type":"article","venue":"Health Services Research","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Skilled Nursing Facility; Quarter (Canadian coin); Percentage point; Emergency medicine; Demography; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01244836,0.0002316557,0.0005535453,0.0004302958,0.002323771,0.00004289145,0.0004410051,0.0003252648,0.001251427],"category_scores_gemma":[0.0003334906,0.000163766,0.000115334,0.00127511,0.0001603974,0.0003009402,0.0001392767,0.0007022421,0.001866715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198136,"about_ca_system_score_gemma":0.001636332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009649267,"about_ca_topic_score_gemma":0.001353543,"domain_scores_codex":[0.9879224,0.007016793,0.001119936,0.0007579527,0.00139088,0.001792053],"domain_scores_gemma":[0.9946769,0.001655881,0.0004692316,0.0009531707,0.001644765,0.0006000767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002511627,0.0009815583,0.11479,0.01234542,0.000127259,0.00001232029,0.4908803,0.000001267177,0.003837544,0.005077493,0.1249774,0.2444578],"study_design_scores_gemma":[0.008949582,0.001286844,0.5944092,0.01566359,0.00003202453,0.00000477076,0.1379209,0.0001272457,0.0009397469,0.0152982,0.2242744,0.001093599],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8686165,0.002850687,0.001509012,0.1123671,0.002216749,0.004108387,0.0003353374,0.0004813728,0.007514878],"genre_scores_gemma":[0.9910834,0.000962431,0.0001323821,0.002051956,0.0004681986,0.000241068,0.00006859801,0.0000420796,0.004949893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4796192,"threshold_uncertainty_score":0.9996616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1978192611107299,"score_gpt":0.5639878105310884,"score_spread":0.3661685494203585,"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."}}