{"id":"W3168419518","doi":"10.1016/j.arth.2021.05.033","title":"Outcomes of Vancouver C Periprosthetic Femur Fractures","year":2021,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Nonunion; Surgery; Cumulative incidence; Survivorship curve; Cohort; Femur; Arthroplasty; Internal medicine; Cancer; Transplantation","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":[0.0005003551,0.0003097887,0.0004139969,0.001322809,0.0007676603,0.001257531,0.0005521354,0.0006835291,0.003026491],"category_scores_gemma":[0.005722925,0.0001890471,0.0006861701,0.001629628,0.0004191865,0.00048198,0.0008830955,0.0006332428,0.0003408353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272714,"about_ca_system_score_gemma":0.001010088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02493996,"about_ca_topic_score_gemma":0.04942025,"domain_scores_codex":[0.9984256,0.0002355451,0.0002160226,0.000119884,0.000530795,0.0004720779],"domain_scores_gemma":[0.9970418,0.0004141989,0.001223412,0.00008980655,0.0006937969,0.0005370422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003947533,0.00007495668,0.9875299,0.00004916346,0.0001472489,0.0002513052,0.0001068037,0.0001370713,0.0001158251,0.00004893468,0.0004880689,0.01065606],"study_design_scores_gemma":[0.00001329316,0.0002039995,0.9968453,0.00003901461,0.00007150458,0.001381701,0.0006771658,0.0001914374,0.00005273232,0.0001431638,0.0003669823,0.00001378454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958496,0.0007311129,0.00004580861,0.0001307466,0.00001364161,0.000008756278,0.0006844853,0.000002973434,0.002532823],"genre_scores_gemma":[0.9989144,0.0002044023,0.00002029456,0.00003530971,0.00001338637,0.000003456957,0.0005771389,0.000001568747,0.0002301791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02493996,"threshold_uncertainty_score":0.04958957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061851533396216,"score_gpt":0.2693777194766846,"score_spread":0.2587592041427225,"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."}}