{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005671681,0.0004095278,0.0005090059,0.001172376,0.0004310807,0.0005278599,0.0005003936,0.0007732854,0.0007168583],"category_scores_gemma":[0.002511406,0.0004466601,0.0006738732,0.001102069,0.0004556943,0.00034097,0.0004994646,0.0004433647,0.0003034406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003940341,"about_ca_system_score_gemma":0.0003374051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002310688,"about_ca_topic_score_gemma":0.003292961,"domain_scores_codex":[0.9991216,0.0001207285,0.0001746843,0.0001565084,0.0002957424,0.0001307068],"domain_scores_gemma":[0.9978607,0.0004953044,0.001046196,0.0001501596,0.0002491733,0.0001984365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001943903,0.00006407453,0.9913285,0.00003219858,0.00004924398,0.002994136,0.0002214453,0.00005016319,0.0004603001,0.000006191502,0.00006284833,0.004536454],"study_design_scores_gemma":[0.00001264562,0.0006404684,0.9831176,0.0000186631,0.00004624459,0.01501076,0.0005305121,0.0001778858,0.0002348039,0.00001362009,0.0001868043,0.000009977838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995809,0.0002506483,0.00005955475,0.000004640374,0.000002055335,0.000007108447,0.00004171548,0.000001291235,0.00005206013],"genre_scores_gemma":[0.9994635,0.0002226675,0.00007870707,0.00001683189,0.000007241953,0.000006442772,0.0001378721,0.000002062311,0.00006454023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002310688,"threshold_uncertainty_score":0.004594505,"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."}}