{"id":"W4387966953","doi":"10.14744/tjtes.2023.87425","title":"Outcomes of cable fixation after Vancouver type B1 periprosthetic femoral fractures","year":2023,"lang":"en","type":"article","venue":"Turkish Journal of Trauma and Emergency Surgery","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Nonunion; Surgery; Ambulatory; Implant; Body mass index; Femoral fracture; Bone healing; Fixation (population genetics); Femur; Arthroplasty; Internal medicine; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003924639,0.0001238553,0.0004536171,0.0002280999,0.00004917597,0.000006257991,0.00003104835,0.00006311041,0.001502053],"category_scores_gemma":[0.0001306724,0.00008346893,0.0002107259,0.0002204331,0.00004476575,0.0001422778,0.00001385918,0.0001520714,0.000009463146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008839293,"about_ca_system_score_gemma":0.00006638039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002458514,"about_ca_topic_score_gemma":0.00002365382,"domain_scores_codex":[0.9987925,0.00003200485,0.000566694,0.000100101,0.0003060376,0.0002026305],"domain_scores_gemma":[0.9992861,0.00007566008,0.000255512,0.00009696747,0.0001631552,0.0001226722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000384629,0.00007862303,0.8902611,0.0001048224,0.0001001277,0.0002249098,0.0003836087,0.0000143504,0.0001595597,0.000001845674,0.07836998,0.0299165],"study_design_scores_gemma":[0.0003842951,0.0001593857,0.9804339,0.0001001896,0.00009668981,0.0001710237,0.0002467252,0.00002950828,0.0002631302,0.00006032936,0.01796099,0.00009379981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952545,0.001265315,0.000009698854,0.0003075461,0.002849977,0.00006141722,0.00001346815,0.00001356438,0.0002245436],"genre_scores_gemma":[0.9969723,0.001301194,0.00007163867,0.00008994378,0.0002166123,0.000001227887,0.000008552725,0.0000155304,0.001322971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0901729,"threshold_uncertainty_score":0.9994107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450304151111989,"score_gpt":0.2878499411174596,"score_spread":0.2633468996063397,"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."}}