{"id":"W4411699770","doi":"10.1016/j.artd.2025.101753","title":"Failure of the Noncontact Bridging Periprosthetic Plating System: A Single-Institution Experience","year":2025,"lang":"en","type":"article","venue":"Arthroplasty Today","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Periprosthetic; Medicine; Implant; Surgery; Internal fixation; Implant failure; Mechanical failure; Prosthesis; Bridging (networking); Fixation (population genetics); Arthroplasty","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000797862,0.0009436764,0.0005576634,0.001532018,0.001234695,0.001246373,0.001180904,0.001366912,0.003051306],"category_scores_gemma":[0.004178683,0.0006499949,0.000520121,0.001420644,0.0009909208,0.000914855,0.001113378,0.001084008,0.001669122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008202235,"about_ca_system_score_gemma":0.000841036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626753,"about_ca_topic_score_gemma":0.002946457,"domain_scores_codex":[0.9986553,0.0001974296,0.0003447955,0.0001958271,0.0003928821,0.0002137777],"domain_scores_gemma":[0.9959185,0.0007520012,0.001712689,0.0004167482,0.0003776923,0.000822484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001666122,0.0006436349,0.8679826,0.0002322826,0.00008780062,0.09004481,0.002557955,0.0004335041,0.002783037,0.0001087395,0.001212179,0.03374701],"study_design_scores_gemma":[0.00004520069,0.002556705,0.3855725,0.0003216172,0.0001231841,0.5975307,0.004368452,0.00162992,0.0044409,0.0002853885,0.00301765,0.0001077496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958063,0.001193516,0.001508134,0.0001937035,0.00003059818,0.00005098444,0.00006510874,0.0000541414,0.00109749],"genre_scores_gemma":[0.9984427,0.0004188376,0.0006640866,0.0001044202,0.00002936603,0.00001320775,0.00005511484,0.00001854533,0.0002536881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003051306,"threshold_uncertainty_score":0.01020765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009916030352392404,"score_gpt":0.2430355301216476,"score_spread":0.2331194997692552,"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."}}