{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002154517,0.0001626326,0.0002538549,0.001404641,0.0002780567,0.001099537,0.0006326073,0.0002544226,0.003950413],"category_scores_gemma":[0.01409961,0.0001476218,0.0005671029,0.003049299,0.0005049524,0.0009045502,0.001245253,0.0005523128,0.000388131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513626,"about_ca_system_score_gemma":0.001177694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03624342,"about_ca_topic_score_gemma":0.03861538,"domain_scores_codex":[0.996955,0.000816126,0.0004891111,0.0004168694,0.0009987034,0.0003241976],"domain_scores_gemma":[0.9722394,0.00360643,0.02025336,0.0009052052,0.001858881,0.001136599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000412285,0.00002746452,0.9945195,0.00003521322,0.00007898501,0.00001455707,0.000103932,0.0001707071,0.00002376983,0.00009062545,0.001620432,0.003273574],"study_design_scores_gemma":[0.000005752791,0.0000289861,0.998068,0.00002676229,0.00001578331,0.00002690563,0.0001935359,0.0003084594,0.0000488312,0.00006722313,0.001205371,0.000004328567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725029,0.0005098452,0.0005234072,0.0009870325,0.00003456261,0.00005605755,0.0229146,0.00002362623,0.002447985],"genre_scores_gemma":[0.9839025,0.0002211465,0.0005007855,0.0001445796,0.00005447738,0.00006526085,0.01444208,0.000005808748,0.0006634463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03624342,"threshold_uncertainty_score":0.07206494,"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."}}