{"id":"W3134282505","doi":"10.1177/0840470421995934","title":"Can facility-based transitional care improve patient flow? Lessons from four Canadian regions","year":2021,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital; Alberta Health Services; George & Fay Yee Centre for Healthcare Innovation; Winnipeg Regional Health Authority; University of Manitoba","funders":"Alberta Innovates; Michael Smith Health Research BC; Institute of Health Services and Policy Research; Saskatchewan Health Research Foundation; Research Manitoba","keywords":"Unit (ring theory); Process (computing); Intervention (counseling); Health care; Transitional care; Process management; Nursing; Population; Medicine; Operations management; Medical emergency; Business; Psychology; Computer science; Environmental health; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0060636,0.0005361522,0.0004982943,0.001078088,0.02228329,0.003192624,0.003005524,0.001393283,0.001902619],"category_scores_gemma":[0.009942209,0.0003740371,0.0005247286,0.00268203,0.004767999,0.001704942,0.004298149,0.002098784,0.0001110151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09557243,"about_ca_system_score_gemma":0.1549613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983295,"about_ca_topic_score_gemma":0.9961066,"domain_scores_codex":[0.9928424,0.002956141,0.0001547719,0.0002357979,0.0006908537,0.003119953],"domain_scores_gemma":[0.9930357,0.002151752,0.0004602074,0.0001826996,0.00208226,0.002087262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005286108,0.0004089605,0.07967781,0.001090326,0.00008178843,0.005125917,0.7476925,0.001393353,0.001375276,0.007606113,0.02256422,0.1324551],"study_design_scores_gemma":[0.00003047186,0.0001866029,0.05323281,0.0005224901,0.00004405743,0.000250408,0.9188403,0.0002259208,0.0003669625,0.0005907087,0.02563178,0.00007742467],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9463269,0.002399459,0.0006691753,0.02374465,0.0001189373,0.0003503513,0.0002917934,0.00003214064,0.02606666],"genre_scores_gemma":[0.9925528,0.001647811,0.001331739,0.001999185,0.00001558339,0.00007995198,0.00007744876,0.00001259292,0.002282727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09557243,"threshold_uncertainty_score":0.6934297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179903273284204,"score_gpt":0.3348401660471591,"score_spread":0.2930411333143171,"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."}}