{"id":"W2020978274","doi":"10.1111/1467-9566.12296","title":"Zuberi, D.Cleaning Up: How Hospital Outsourcing is Hurting Workers and Endangering Patients. Ithaca: Cornell University Press. 2013. ix + 182pp $59.95 (hbk) $19.95 (pbk) ISBN 978–0‐80147896–3","year":2015,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outsourcing; Workforce; Principal (computer security); Health care; Order (exchange); Service (business); Empirical research; Business; Public relations; Management; Medicine; Nursing; Political science; Marketing; Economics; Law; Finance","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":[0.001027122,0.0008943864,0.0005387808,0.001851401,0.002425402,0.004004623,0.001373106,0.002815213,0.02075979],"category_scores_gemma":[0.002222821,0.0006460844,0.0003605323,0.003234779,0.002610838,0.007441956,0.001624125,0.004411715,0.006560317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00331663,"about_ca_system_score_gemma":0.003297808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01706701,"about_ca_topic_score_gemma":0.03599764,"domain_scores_codex":[0.9992556,0.00013627,0.00004747665,0.00006055059,0.0004017613,0.00009822428],"domain_scores_gemma":[0.9990267,0.0005582673,0.0001051825,0.00001681868,0.0001646763,0.000128396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001087008,0.00001133583,0.0002426366,0.000408913,0.000005371929,0.0001010733,0.00259899,0.00006522099,0.00009295259,0.01200108,0.8987641,0.08569732],"study_design_scores_gemma":[0.000004562078,0.00001411435,0.001500217,0.0009512817,0.000006160236,0.0002857561,0.003087692,0.0000472805,0.00009020712,0.004678353,0.9893182,0.00001618374],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001051599,0.7829236,0.001395002,0.1084987,0.007256291,0.00004542263,0.0001863152,0.0001591746,0.09848389],"genre_scores_gemma":[0.01539655,0.7441827,0.002659621,0.02745094,0.002849917,0.00009148383,0.0002627071,0.0002247732,0.2068814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02075979,"threshold_uncertainty_score":0.06944841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027992021810373,"score_gpt":0.3679200237140879,"score_spread":0.2651208215330506,"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."}}