{"id":"W1988662076","doi":"10.3928/01477447-20140825-55","title":"Total Femoral Replacement for Salvage of Periprosthetic Fractures","year":2014,"lang":"en","type":"article","venue":"Orthopedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Surgery; Implant; Complication; Femur; Demographics; 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":[0.0003046014,0.0001381796,0.0003045649,0.00005606432,0.00007519632,0.000009600071,0.00003904909,0.00007972587,0.0003280495],"category_scores_gemma":[0.0001929905,0.000103261,0.0001384056,0.00005865409,0.00009771754,0.00003954508,0.000032725,0.0001120912,0.000009406876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001023078,"about_ca_system_score_gemma":0.00005623512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005992536,"about_ca_topic_score_gemma":0.00000416951,"domain_scores_codex":[0.99895,0.00002127275,0.0002936496,0.0002182939,0.0002689051,0.0002478922],"domain_scores_gemma":[0.9993197,0.0000656745,0.0001174544,0.0002914838,0.000072617,0.0001330326],"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":[0.002681002,0.0009054603,0.4244631,0.001084583,0.0002117761,0.0000445572,0.001149957,0.00006945948,0.004507384,0.004568008,0.0340585,0.5262562],"study_design_scores_gemma":[0.007475601,0.005154436,0.1702012,0.0002477066,0.0002997972,0.0004559004,0.0003015454,0.003108309,0.003487857,0.0001129051,0.8087468,0.0004079397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871462,0.0001425732,0.006055482,0.000644465,0.0004629396,0.0005433433,0.00004581329,0.00005020542,0.004908955],"genre_scores_gemma":[0.9908006,0.00002678319,0.00494647,0.0007728671,0.0004273826,0.00002111094,0.00006463991,0.00002780004,0.002912346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7746883,"threshold_uncertainty_score":0.4210862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164681609166509,"score_gpt":0.283502058489892,"score_spread":0.2718552423982269,"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."}}