{"id":"W4408230130","doi":"10.1080/00185868.2025.2474761","title":"Estimating the Cost of Alternate Level of Care When It Is Inextricably Linked to the Cost of Acute Care: A Canadian Example","year":2025,"lang":"en","type":"article","venue":"Hospital Topics","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Acute care; Operations management; Computer science; Medicine; Health care; Engineering; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002005687,0.0001004024,0.0002902415,0.0001542181,0.00009163657,0.00002169848,0.000448747,0.00005971209,0.00003139584],"category_scores_gemma":[0.0001188365,0.00008353528,0.00008405291,0.0002748075,0.00004501671,0.00004474021,0.0001359912,0.0001118452,0.00001149095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648717,"about_ca_system_score_gemma":0.0001317095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4477244,"about_ca_topic_score_gemma":0.08454806,"domain_scores_codex":[0.9989787,0.00001436259,0.0005314461,0.0001900258,0.00004861026,0.0002368415],"domain_scores_gemma":[0.9990478,0.00004767879,0.0002382708,0.0004724489,0.0001227932,0.00007101115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003011518,0.00009725719,0.06070494,0.001533653,0.0006559588,0.000007881,0.1312609,0.001714746,0.00000473366,0.5352576,0.04834617,0.2203861],"study_design_scores_gemma":[0.0005414987,0.0002551342,0.0580458,0.0001540487,0.00004961587,4.182008e-7,0.002891782,0.002205162,0.0001963203,0.005334117,0.9300975,0.0002285521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.402206,0.006715354,0.03104801,0.3623678,0.004951616,0.007986864,0.01403098,0.00004655051,0.1706469],"genre_scores_gemma":[0.9937639,0.00008126442,0.001482832,0.003120515,0.00008250153,0.00005504003,0.00001772148,0.000009270644,0.001386941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8817514,"threshold_uncertainty_score":0.9321566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08757097993627516,"score_gpt":0.3027694675110792,"score_spread":0.2151984875748041,"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."}}