{"id":"W2053641158","doi":"10.1016/j.injury.2007.02.047","title":"Salvage procedures and implant selection for periprosthetic femoral fractures","year":2007,"lang":"en","type":"review","venue":"Injury","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Periprosthetic; Medicine; Surgery; Prosthesis; Implant; Bone grafting; Femoral bone; Arthroplasty; Femur","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001926825,0.0003458011,0.001029656,0.0001980394,0.0001370235,0.0000373957,0.00004544731,0.0003299748,0.00006242604],"category_scores_gemma":[0.00008574298,0.000227654,0.0002436013,0.000106801,0.00007599322,0.00004091137,0.00002753202,0.0003479827,0.00001476573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004423066,"about_ca_system_score_gemma":0.0003100975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000765491,"about_ca_topic_score_gemma":0.00001285467,"domain_scores_codex":[0.9986975,0.00002183484,0.0003901984,0.0003698557,0.0001701634,0.0003505116],"domain_scores_gemma":[0.9994045,0.00008291607,0.0001791485,0.0001403604,0.00004668446,0.0001463621],"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":[0.00009659628,0.00003966327,0.00009703676,0.01300662,0.00007022492,0.00002322033,0.00003039862,5.747209e-9,0.00000288387,0.00003130436,0.009674617,0.9769274],"study_design_scores_gemma":[0.0003258482,0.0006305707,0.0002030677,0.005297558,0.0006366947,0.004079782,0.000009986139,0.000001936103,0.000009470231,0.00001419886,0.9885516,0.0002392938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007030872,0.9965636,0.00006668919,0.00003948056,0.0004257557,0.001625818,0.0002268358,0.00008517489,0.0002636226],"genre_scores_gemma":[0.0007337965,0.9961491,0.000499437,0.0003748133,0.0009772157,0.0001054594,0.0002303443,0.00007182384,0.0008580086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9788769,"threshold_uncertainty_score":0.928346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03474145376215044,"score_gpt":0.3797866755706638,"score_spread":0.3450452218085133,"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."}}