{"id":"W3197109601","doi":"10.12927/hcpol.2021.26574","title":"Process Evaluation of a Hub-and-Spoke Model to Deliver Coordinated Care for Children with Medical Complexity across Ontario: Facilitators, Barriers and Lessons Learned","year":2021,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; McMaster Children's Hospital; Queen's University; Institute of Health Services and Policy Research","funders":"Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Process (computing); Spoke-hub distribution paradigm; Process management; Computer science; Medical education; Psychology; Nursing; Medicine; Engineering; Transport engineering; Operating system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0852097,0.001027731,0.0006519629,0.001634316,0.006285603,0.003803542,0.002528047,0.001195647,0.002757794],"category_scores_gemma":[0.07400821,0.0006383178,0.001044741,0.002127757,0.002805291,0.002137973,0.005907111,0.001462764,0.0002773294],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1050828,"about_ca_system_score_gemma":0.1921811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4554198,"about_ca_topic_score_gemma":0.5650374,"domain_scores_codex":[0.9363914,0.04044734,0.003070297,0.002134359,0.01209069,0.005865952],"domain_scores_gemma":[0.9280868,0.02798015,0.007289834,0.003503056,0.02554077,0.007599344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00667016,0.01930019,0.1210221,0.009277683,0.0004486009,0.002067121,0.2352004,0.02061397,0.008623801,0.01473369,0.01547081,0.5465714],"study_design_scores_gemma":[0.01461716,0.05834697,0.3634256,0.008551231,0.001668151,0.0005406673,0.3328036,0.04437613,0.0223966,0.008704219,0.1437776,0.0007920333],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297116,0.0006645244,0.01186309,0.005775887,0.0001122169,0.03127605,0.0006798707,0.0001509711,0.01976574],"genre_scores_gemma":[0.9425453,0.0007598754,0.03898865,0.0006558096,0.00003311795,0.01423086,0.0004573528,0.00003958517,0.002289337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8949172,"threshold_uncertainty_score":0.9055379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1676800261556354,"score_gpt":0.4137067510410193,"score_spread":0.2460267248853839,"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."}}