{"id":"W2994494601","doi":"","title":"Periprosthetic Fractures: Structure and Causes","year":2014,"lang":"en","type":"article","venue":"Trauma","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Traumatology; Orthopedic surgery; Surgery; Greater trochanter; Radiological weapon; Femur; Arthroplasty","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":[],"consensus_categories":[],"category_scores_codex":[0.00003572309,0.00008640501,0.0001432969,0.00002714692,0.0000629567,0.00001406253,0.00001839691,0.00005193699,0.0005183306],"category_scores_gemma":[0.0000236018,0.00005735159,0.00002305724,0.00002640087,0.00007238121,0.00002835345,0.000009594836,0.0001053898,0.0000149359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003935587,"about_ca_system_score_gemma":0.0000091436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001147558,"about_ca_topic_score_gemma":0.0000172061,"domain_scores_codex":[0.9995383,0.00001199866,0.00008064094,0.0001329636,0.0001017144,0.0001343838],"domain_scores_gemma":[0.9997205,0.00002222737,0.00001992162,0.0001263687,0.00001324929,0.00009775277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001616015,0.00008361194,0.08043904,0.0002103124,0.00005395791,0.00006050649,0.002137077,0.000002419788,0.006555303,0.001348965,0.003166312,0.9057809],"study_design_scores_gemma":[0.001804766,0.0004600785,0.7408893,0.00006769216,0.00006203728,0.00100105,0.0001408196,0.00009765479,0.004880452,0.0002630836,0.250176,0.000157115],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971191,0.0002017762,0.00003823618,0.0004200695,0.0001094355,0.00009207072,0.00001000838,0.00004229521,0.001967001],"genre_scores_gemma":[0.9979074,0.00001894773,0.0003467445,0.001045156,0.0002045122,0.000001236845,0.000008432597,0.00001175782,0.0004558411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9056238,"threshold_uncertainty_score":0.5675357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003349000817678,"score_gpt":0.2601524599665807,"score_spread":0.2501189699584039,"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."}}