{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005129829,0.00007563135,0.0003001826,0.0001617096,0.00001977001,0.000004351754,0.00002448497,0.00002801603,0.0000401525],"category_scores_gemma":[0.00007018126,0.00004882173,0.00009073469,0.0001451855,0.00006568812,0.00007961876,0.00001078719,0.0001078754,6.280951e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001260536,"about_ca_system_score_gemma":0.0000446465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002862219,"about_ca_topic_score_gemma":9.916854e-7,"domain_scores_codex":[0.9992242,0.00003878846,0.0003795725,0.00007271991,0.0002052817,0.00007940685],"domain_scores_gemma":[0.9991055,0.0003994164,0.0002439183,0.00009256943,0.0001120889,0.00004653596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001329383,0.0003008968,0.4808232,0.002850179,0.0003870598,0.0001205767,0.0002757986,0.00001717611,0.003780469,0.0003038502,0.004649188,0.5051622],"study_design_scores_gemma":[0.0009553775,0.001800688,0.9735574,0.004247471,0.000274276,0.0002842638,0.0001042318,0.00004680602,0.01076007,0.00005859282,0.007814322,0.00009650942],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974502,0.001514148,0.0001029431,0.0001296234,0.0003574296,0.0001417073,0.00002729331,0.000003753379,0.0002729015],"genre_scores_gemma":[0.9980944,0.001688646,0.00007135542,0.00002302879,0.00004213219,0.000001589675,0.00000357128,0.000009321583,0.00006595966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5050657,"threshold_uncertainty_score":0.1990892,"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."}}