{"id":"W1975905160","doi":"10.12927/hcq.2011.22165","title":"An Integrated Outsourcing Solution at York Central Hospital","year":2011,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York Central Hospital","funders":"","keywords":"Outsourcing; Business; Balance (ability); Quality (philosophy); Process management; Operations management; Health administration; Focus (optics); Nursing; Marketing; Medicine; Public health; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009860124,0.0004747832,0.0001328128,0.0008517734,0.004452018,0.002217169,0.0009210957,0.0009578587,0.02303014],"category_scores_gemma":[0.001007058,0.0003570081,0.0002368391,0.00133346,0.0007189929,0.001022122,0.002837038,0.0009356372,0.002026759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01015334,"about_ca_system_score_gemma":0.0450977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3880779,"about_ca_topic_score_gemma":0.6265709,"domain_scores_codex":[0.9985855,0.0001273226,0.00004473375,0.0001380224,0.0005693581,0.0005350568],"domain_scores_gemma":[0.9977136,0.00004833238,0.00005472913,0.00009307466,0.0006983223,0.001392044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0005407676,0.000920811,0.01701245,0.0003155694,0.00007130413,0.002829228,0.00308243,0.003804745,0.008331645,0.03026372,0.4696002,0.4632271],"study_design_scores_gemma":[0.0006359816,0.001422558,0.04395781,0.0004814019,0.00006926804,0.001661647,0.01096536,0.01350694,0.003225213,0.005037986,0.9188375,0.0001982988],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5426484,0.007012517,0.03006044,0.0615098,0.003501792,0.002150491,0.001344621,0.002823746,0.3489481],"genre_scores_gemma":[0.5925924,0.004376641,0.04951332,0.005153532,0.0004441289,0.0004187968,0.001715429,0.0002028174,0.345583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3880779,"threshold_uncertainty_score":0.771638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285155530326469,"score_gpt":0.2274841449536983,"score_spread":0.2046325896504337,"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."}}