{"id":"W4403967908","doi":"10.1001/jamahealthforum.2024.3767","title":"Change of Ownership and Quality of Home Health Agency Care","year":2024,"lang":"en","type":"article","venue":"JAMA Health Forum","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; Business; Quarter (Canadian coin); Payment; Agency (philosophy); Certification; Finance; Accounting; Actuarial science; Medicine; Nursing; Economics; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.00179732,0.0001549744,0.0006827818,0.0002438681,0.0003461721,0.000007289038,0.0001174621,0.0001995987,0.00008728546],"category_scores_gemma":[0.00009432992,0.0001277956,0.0001067889,0.0004486763,0.00007334862,0.0001344726,0.00008645981,0.0004873303,0.00001762473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002965285,"about_ca_system_score_gemma":0.001298944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02138267,"about_ca_topic_score_gemma":0.003379459,"domain_scores_codex":[0.9967989,0.0007322475,0.001096438,0.0003127735,0.0003068375,0.0007528031],"domain_scores_gemma":[0.9982803,0.00044124,0.000485025,0.0003402374,0.0001592669,0.0002939057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002290951,0.00008683957,0.1077175,0.06545071,0.00004455071,0.000002915446,0.2666537,1.503576e-7,0.00004289006,0.02425265,0.07120179,0.4643172],"study_design_scores_gemma":[0.00147074,0.001443903,0.8090715,0.004030745,0.00002093403,0.000002349069,0.1039358,0.00001508544,0.0000261129,0.002761285,0.07692392,0.0002975988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6980001,0.1477426,0.0001144254,0.1433976,0.005003602,0.002437051,0.0008745239,0.0002340604,0.002195983],"genre_scores_gemma":[0.9932071,0.003166434,0.0002504814,0.002429869,0.0003788091,0.0000668961,0.00007986435,0.00003038161,0.000390151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7013541,"threshold_uncertainty_score":0.985134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.166349862188498,"score_gpt":0.4715412093885031,"score_spread":0.3051913472000051,"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."}}