{"id":"W7034404818","doi":"","title":"Tapered, fluted, modular, titanium stems in Vancouver B periprosthetic femoral fractures: an analysis of 87 consecutive revisions","year":2021,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Robotic Process Automation Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Nonunion; Complication; Reduction (mathematics); Arthroplasty; Radiological weapon; Fixation (population genetics)","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":[0.0002235018,0.0001909518,0.0004070525,0.0001897069,0.0001019404,0.00007096025,0.0005520367,0.00006852299,0.00005077939],"category_scores_gemma":[0.00001314783,0.0001879976,0.00004607351,0.0008176331,0.0000594157,0.0003364213,0.0002270339,0.0001948585,0.000002243365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002769588,"about_ca_system_score_gemma":0.00003268024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002373583,"about_ca_topic_score_gemma":0.007638334,"domain_scores_codex":[0.998619,0.00009873418,0.0004164071,0.000438515,0.0001806562,0.0002467123],"domain_scores_gemma":[0.9985186,0.0001509952,0.00009129789,0.001074925,0.00005431042,0.000109807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001419458,0.0001002273,0.01568235,0.0003333218,0.0004265569,0.00001611614,0.005189109,0.969157,0.003271703,0.000259042,0.0002358438,0.00531458],"study_design_scores_gemma":[0.0001820068,0.0000081542,0.07539708,0.0001632597,0.0002331489,0.000004627885,0.002127026,0.9209409,0.00009040783,0.00009313362,0.0005793261,0.0001809175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8874414,0.001555043,0.1075072,0.00006055673,0.0001779875,0.0003081291,0.001040952,0.000248962,0.001659714],"genre_scores_gemma":[0.9906242,0.0003459211,0.006529489,0.00007997008,0.00003583034,0.00002226043,0.002306691,0.00002781262,0.00002785861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1031828,"threshold_uncertainty_score":0.766632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148159871614612,"score_gpt":0.2578359566614948,"score_spread":0.2463543579453487,"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."}}