{"id":"W4280591939","doi":"10.7759/cureus.25063","title":"Stabilization of Vancouver B Periprosthetic Femur Fractures With Cerclage Wiring: A Retrospective Chart Review","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Bone fractures and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Nonunion; Surgery; Fixation (population genetics); Femur; Femur fracture; Retrospective cohort study; Population; Arthroplasty","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":[0.001000946,0.0002489179,0.0003916755,0.003028656,0.000476644,0.0004509184,0.0004251895,0.0003612763,0.0009715193],"category_scores_gemma":[0.002800579,0.000353087,0.0003902391,0.003082873,0.0003886568,0.0004021943,0.0004002671,0.0002547855,0.0002457199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000715794,"about_ca_system_score_gemma":0.001468881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006015154,"about_ca_topic_score_gemma":0.008258215,"domain_scores_codex":[0.9987444,0.000195086,0.0004309848,0.0001963448,0.0003241639,0.0001089984],"domain_scores_gemma":[0.9943837,0.001113916,0.003092618,0.0002712422,0.0009256011,0.000213005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001030498,0.00004420955,0.988225,0.0004290766,0.00005943794,0.002418996,0.000371657,0.00004743083,0.0004817555,0.00002484306,0.0003208441,0.007473569],"study_design_scores_gemma":[0.00002514455,0.0004655261,0.9802305,0.0004170801,0.0001353915,0.01440208,0.001421129,0.0001656237,0.0006498394,0.00001999697,0.002049634,0.00001798176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925161,0.004778323,0.0004012193,0.00004148113,0.000008572925,0.0002116729,0.001259743,0.00001194317,0.0007710936],"genre_scores_gemma":[0.9946378,0.003139568,0.0004629254,0.00006895477,0.0000182774,0.0001237469,0.001406895,0.000004016736,0.0001377197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006015154,"threshold_uncertainty_score":0.01196027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013536701847148,"score_gpt":0.2700723344305898,"score_spread":0.2599369674121182,"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."}}