{"id":"W4415570864","doi":"10.1302/1358-992x.2025.11.033","title":"HOW DOES NUMBER OF CERCLAGE CABLES IMPACT TITANIUM TAPERED-STEM STABILITY IN PERIPROSTHETIC FEMORAL FRACTURE? A BIOMECHANICAL CADAVERIC STUDY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cadaveric spasm; Periprosthetic; Femur; Fixation (population genetics); Biomechanics; Cadaver; Reamer; Fluoroscopy; Initial stability","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007972867,0.0004825348,0.001046273,0.0003472843,0.000133918,0.0001032427,0.0002109575,0.0002693774,0.0004104481],"category_scores_gemma":[0.0002343849,0.0003133177,0.0003368949,0.001143378,0.0002574824,0.0003548412,0.000187641,0.0006098956,0.00001023867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002757093,"about_ca_system_score_gemma":0.0004141682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003055096,"about_ca_topic_score_gemma":0.0001251,"domain_scores_codex":[0.996984,0.00004706196,0.0007366642,0.0007973209,0.0007176638,0.000717259],"domain_scores_gemma":[0.9987426,0.000075152,0.0002543589,0.0003524309,0.0003003347,0.0002751152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006796987,0.001339406,0.9834075,0.0006070808,0.0001260628,0.000114203,0.001212789,2.058564e-7,0.005472182,0.0001682231,0.0005050309,0.00636763],"study_design_scores_gemma":[0.01048945,0.002242822,0.9447621,0.001034163,0.0005244496,0.0005605079,0.02362426,0.0003707037,0.007011326,0.0002754425,0.00826057,0.0008442362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946888,0.0001788291,0.00005997566,0.001240879,0.0003511032,0.001517519,0.00005760754,0.0001210795,0.001784189],"genre_scores_gemma":[0.997983,0.00005426313,0.0002318649,0.0002518161,0.0001301485,0.00007912089,0.00001432146,0.00004514101,0.001210261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03864542,"threshold_uncertainty_score":0.9999319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364403777894504,"score_gpt":0.2843634739262548,"score_spread":0.2707194361473098,"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."}}