{"id":"W4396798819","doi":"10.1302/1358-992x.2024.8.041","title":"OUTCOMES FOLLOWING A TOTAL FEMORAL PLATING TECHNIQUE FOR MANAGEMENT OF PERIPROSTHETIC FRACTURES AROUND STABLE HIP AND KNEE IMPLANTS","year":2024,"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":"","funders":"","keywords":"Periprosthetic; Medicine; Total hip replacement; Plating (geology); Femur; Surgery; Orthodontics; Arthroplasty; Geology","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":[0.0007139665,0.0003034776,0.0005089928,0.001098576,0.0004530639,0.0007695085,0.0003373182,0.0003707401,0.001659192],"category_scores_gemma":[0.0025514,0.0001722323,0.0006901023,0.001039706,0.000409295,0.0002379436,0.0005435767,0.0003119573,0.0002417568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003506229,"about_ca_system_score_gemma":0.000502101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102593,"about_ca_topic_score_gemma":0.001977059,"domain_scores_codex":[0.9991549,0.0001266309,0.0001443805,0.00008873454,0.0003506599,0.0001346437],"domain_scores_gemma":[0.9976654,0.0003060198,0.001524346,0.00007690296,0.0002440955,0.0001833563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006729805,0.0003629885,0.9490498,0.0003008693,0.0001866849,0.002502968,0.0004023321,0.0001554674,0.002399757,0.00002656917,0.000169388,0.04377023],"study_design_scores_gemma":[0.00003933546,0.004887041,0.9717468,0.0001141403,0.0001630929,0.02090011,0.0007582997,0.0001537407,0.0007294775,0.00005555548,0.0004337599,0.00001863774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981301,0.001016751,0.0002097305,0.00002696009,0.000008683849,0.00003911597,0.0001482567,0.000004523043,0.0004158609],"genre_scores_gemma":[0.9989815,0.0004901044,0.0001798233,0.0000197533,0.00001676473,0.0000221256,0.00014556,0.000001409936,0.0001428804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001659192,"threshold_uncertainty_score":0.005550504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402893430435175,"score_gpt":0.2881945564044856,"score_spread":0.2741656221001338,"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."}}