{"id":"W2079943563","doi":"10.1080/17453670510041529","title":"Dynamic compression plates for Vancouver type B periprosthetic femoral fractures","year":2005,"lang":"en","type":"article","venue":"Acta Orthopaedica","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Surgery; Nonunion; Internal fixation; Impaction; Femoral fracture; Fixation (population genetics); Reduction (mathematics); Dynamic compression plate; Orthopedic surgery; Arthroplasty; Femur","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":[0.0001688789,0.0002738266,0.0003964093,0.0001136006,0.0002481352,0.00003032511,0.0001125962,0.0001922482,0.001322642],"category_scores_gemma":[0.0001520682,0.0001994133,0.0001920359,0.0001316165,0.0001396612,0.0001647425,0.00006086782,0.0003606499,0.00008487862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005050505,"about_ca_system_score_gemma":0.0001602166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008551059,"about_ca_topic_score_gemma":0.0001199603,"domain_scores_codex":[0.9983425,0.00002544149,0.0003543847,0.0003984843,0.0003792385,0.0004999849],"domain_scores_gemma":[0.9989869,0.0001170756,0.0001297165,0.000358159,0.0001170529,0.000291102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003146017,0.001064122,0.06248401,0.0003589894,0.0002586675,0.0001759867,0.0008082035,0.00005479772,0.01048381,0.0001116729,0.3549777,0.566076],"study_design_scores_gemma":[0.003347939,0.0007642276,0.03857545,0.0001864706,0.0001432308,0.0002336926,0.0001044131,0.005330924,0.0005466332,0.00003760021,0.9504083,0.0003211565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900272,0.0008897854,0.0003680756,0.003782971,0.001394687,0.000877305,0.00006821376,0.0002426412,0.002349061],"genre_scores_gemma":[0.9854936,0.0001696568,0.007109257,0.002386511,0.0005221716,0.00002786195,0.0001601682,0.00006067245,0.004070103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5954306,"threshold_uncertainty_score":0.9995903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099332869165351,"score_gpt":0.2910691415047216,"score_spread":0.280075812813068,"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."}}