{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001643778,0.0004579151,0.0006369657,0.001520891,0.001492247,0.001249651,0.001097203,0.0005997607,0.001746212],"category_scores_gemma":[0.004804724,0.0007358347,0.001236177,0.005291225,0.0007253966,0.0006626592,0.00120232,0.0007419657,0.0003031855],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01082097,"about_ca_system_score_gemma":0.01032808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7988756,"about_ca_topic_score_gemma":0.8013306,"domain_scores_codex":[0.9972857,0.0003042836,0.0002863702,0.0005702461,0.0009084091,0.0006449323],"domain_scores_gemma":[0.9937889,0.0003755544,0.002988704,0.0006054567,0.001349308,0.0008920043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005251499,0.0000152863,0.9990517,0.00001135791,0.00005325419,0.00003170886,0.0002078591,0.00001565161,0.00005275699,0.00001820099,0.0001600236,0.000329645],"study_design_scores_gemma":[0.000006647143,0.0000325206,0.9992921,0.000007240552,0.00002174867,0.00003726823,0.0002897294,0.00008536513,0.000008157619,0.000006351071,0.0002087852,0.000003986113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964781,0.0001999628,0.0000837133,0.00008098026,0.000005688912,0.00006102936,0.002573348,0.000005146704,0.000511998],"genre_scores_gemma":[0.9977118,0.0001360451,0.00009636734,0.0000538868,0.000007164988,0.00005047788,0.001692468,0.000004764943,0.0002471332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.989179,"threshold_uncertainty_score":0.4046176,"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."}}