{"id":"W2137317194","doi":"10.1016/j.clinbiomech.2015.07.008","title":"Preliminary testing of a novel bilateral plating technique for treating periprosthetic fractures of the distal femur","year":2015,"lang":"en","type":"article","venue":"Clinical Biomechanics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Korea Institute of Energy Research; McMaster University; Stryker","keywords":"Periprosthetic; Femur; Fixation (population genetics); Compression (physics); Femoral fracture; Prosthesis; Materials science; Fracture (geology); Reduction (mathematics); Orthodontics; Medicine; Arthroplasty; Surgery; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001103077,0.0009982797,0.0004064516,0.0006572104,0.0004929521,0.0002835209,0.001413463,0.0008118481,0.004951093],"category_scores_gemma":[0.002199162,0.0005399105,0.0005973252,0.0004303411,0.0006679122,0.00060411,0.0005922074,0.0006329951,0.000647647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805064,"about_ca_system_score_gemma":0.0006673977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102246,"about_ca_topic_score_gemma":0.00294033,"domain_scores_codex":[0.9991434,0.0001126454,0.0001151976,0.0001218194,0.0004281873,0.0000787743],"domain_scores_gemma":[0.9988281,0.0005259818,0.0001050716,0.0002125155,0.0002185139,0.0001099159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005022171,0.004062614,0.008774842,0.0007980397,0.0002265414,0.00202758,0.0006205695,0.002630642,0.8111063,0.0002257779,0.0004197202,0.1640852],"study_design_scores_gemma":[0.004065194,0.2152011,0.179545,0.0002335395,0.001591878,0.07849944,0.001278361,0.02577115,0.4790252,0.001078693,0.01336449,0.0003458885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647115,0.0006273873,0.03180604,0.0001848597,0.0001722055,0.000251596,0.0002219358,0.0001599352,0.001864509],"genre_scores_gemma":[0.9532838,0.0006187995,0.04368925,0.0001490233,0.00007499597,0.0001066245,0.0002062951,0.00005017993,0.001820992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004951093,"threshold_uncertainty_score":0.01656306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101412778996365,"score_gpt":0.3741658283407813,"score_spread":0.2727530493444163,"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."}}