{"id":"W4415430219","doi":"10.1302/1358-992x.2025.10.031","title":"AN ANALYSIS OF BUNDLED CARE FUNDING FOR TOTAL HIP AND KNEE ARTHROPLASTY IN ONTARIO: A POPULATION-BASED RETROSPECTIVE COHORT STUDY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia Hospital","funders":"","keywords":"Emergency department; Retrospective cohort study; Reimbursement; Arthroplasty; Health care; Cohort; Comorbidity; Total knee arthroplasty; Joint arthroplasty","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":[0.0007474335,0.0001368678,0.0005891995,0.001198824,0.0001161935,0.00004811578,0.00006343818,0.00007560687,0.00003750944],"category_scores_gemma":[0.0001617763,0.0001651043,0.0001072317,0.0009167472,0.0000257025,0.0001763479,0.00003406023,0.000122229,8.870751e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006746968,"about_ca_system_score_gemma":0.00005756414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1352468,"about_ca_topic_score_gemma":0.192084,"domain_scores_codex":[0.9985849,0.00000585528,0.0005971998,0.0005033044,0.00005823293,0.0002504997],"domain_scores_gemma":[0.9994079,0.00003518056,0.0002599288,0.0001293148,0.00009920207,0.00006839929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004893919,0.0001330109,0.9616811,0.0001112367,0.0002491267,4.11707e-7,0.002215447,0.00007222498,0.000001331024,0.03510671,0.000008742588,0.0003717234],"study_design_scores_gemma":[0.0009655678,0.0003099901,0.9901595,0.00002631876,0.0001550845,7.884714e-8,0.001721917,0.005267386,0.000001261002,0.001063996,0.0001943474,0.0001345953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961908,0.00008972187,0.000523079,0.0001482104,0.0001218462,0.001194872,0.00005281161,0.00002239932,0.001656243],"genre_scores_gemma":[0.9990916,0.000003982246,0.0002733244,0.0001026395,0.00001843462,0.0002476838,0.00004694697,0.000009820815,0.000205561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05683718,"threshold_uncertainty_score":0.8705117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001431142216156,"score_gpt":0.2697477744633455,"score_spread":0.249733463041184,"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."}}