{"id":"W2376307791","doi":"","title":"Treatment of type Vancouver B periprosthetic femoral fractures","year":2012,"lang":"en","type":"article","venue":"Zhonghua linchuang yishi zazhi","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Surgery; Prosthesis; Fixation (population genetics); Rehabilitation; Implant; Reduction (mathematics); Femoral fracture; Arthroplasty; Femur; Physical therapy","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":[0.00008824404,0.0002300156,0.0004356272,0.00008721607,0.00008170571,0.00001169068,0.00005601435,0.0001278217,0.001122472],"category_scores_gemma":[0.0000528394,0.0001587871,0.0001672043,0.0001534633,0.0001194048,0.0001343409,0.00002705106,0.0001148428,0.0001457694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006731373,"about_ca_system_score_gemma":0.00008103993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006438523,"about_ca_topic_score_gemma":0.00002194159,"domain_scores_codex":[0.9987211,0.00003175691,0.0002965507,0.0002047433,0.0002919842,0.0004538321],"domain_scores_gemma":[0.9991269,0.00005284208,0.0001158481,0.0003611451,0.00008148263,0.0002618196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005759728,0.001765925,0.8510363,0.0001227761,0.000212045,0.0001220093,0.002446283,0.000007861035,0.001815081,0.0002312318,0.01490339,0.1267611],"study_design_scores_gemma":[0.003423126,0.002065424,0.4703149,0.0001106464,0.0003294394,0.0003567761,0.0005025539,0.00009222839,0.006233759,0.00003159424,0.5161834,0.0003560713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867154,0.002319381,0.00003466141,0.0001876536,0.002035641,0.000332463,0.00002639043,0.00008136904,0.008266987],"genre_scores_gemma":[0.9924418,0.0001527294,0.000939465,0.0002519906,0.001043297,0.000009339633,0.0000446097,0.00003911949,0.005077686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.50128,"threshold_uncertainty_score":0.9997906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291645474472015,"score_gpt":0.2946924065470646,"score_spread":0.2717759518023444,"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."}}