{"id":"W4403871225","doi":"10.1111/ans.19290","title":"Effect of insurance type on Management of Vancouver B Periprosthetic Fractures: length of stay, discharge destination and cost implications","year":2024,"lang":"en","type":"article","venue":"ANZ Journal of Surgery","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Rehabilitation; Emergency medicine; Retrospective cohort study; Public health insurance; Private insurance; Hospital discharge; Health insurance; Surgery; Arthroplasty; Internal medicine; Physical therapy; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257717,0.0002133974,0.0003028486,0.0009384871,0.0003889912,0.0007449778,0.0003767142,0.000531477,0.002560078],"category_scores_gemma":[0.008345067,0.0001694206,0.0007301665,0.0009808326,0.0004506168,0.000465239,0.0006558435,0.0005937418,0.0001510056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006495503,"about_ca_system_score_gemma":0.0005975702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004457774,"about_ca_topic_score_gemma":0.007501526,"domain_scores_codex":[0.9985783,0.0004085079,0.0001669273,0.0001546218,0.0003892571,0.0003024514],"domain_scores_gemma":[0.9902293,0.002017566,0.005751035,0.0002076442,0.0004690094,0.001325401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001276474,0.00002920916,0.9989166,0.000004474451,0.00003452137,0.00004146939,0.00001368704,0.00001676573,0.00002541504,0.000005373167,0.00002763213,0.0007572584],"study_design_scores_gemma":[0.000005258133,0.0001302807,0.9993827,0.000007791253,0.00001661616,0.0002383102,0.00009373095,0.00006784775,0.00001179302,0.000009390671,0.0000340378,0.000002087687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994522,0.0002204576,0.00002401986,0.00005283348,0.000004189215,0.000003135175,0.00009223307,5.144919e-7,0.0001504609],"genre_scores_gemma":[0.9997455,0.00006936898,0.00002659391,0.00001842182,0.00001142126,0.000002670249,0.00009212615,7.190238e-7,0.00003318506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004457774,"threshold_uncertainty_score":0.008863628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782743826712926,"score_gpt":0.3051919392214745,"score_spread":0.2873645009543452,"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."}}