{"id":"W3123610572","doi":"10.1016/j.injury.2021.01.015","title":"Periprosthetic fractures of hip and knee–A morbidity and mortality analysis","year":2021,"lang":"en","type":"article","venue":"Injury","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Implant; Surgery; Proportional hazards model; Prosthesis; Arthroplasty; Hip fracture; Complication; Internal medicine; Osteoporosis","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":[0.00009892212,0.00007603857,0.000272578,0.00005674616,0.00004220257,0.00001007721,0.00001193664,0.00004928633,0.0003198237],"category_scores_gemma":[0.00005516674,0.00005868532,0.0000627663,0.000148372,0.0001362171,0.00003175104,0.00002869876,0.00008832642,0.00000114973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004085377,"about_ca_system_score_gemma":0.00003857773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008328145,"about_ca_topic_score_gemma":0.00003809084,"domain_scores_codex":[0.9994187,0.00002582306,0.0001496587,0.0001712677,0.0001359342,0.00009859876],"domain_scores_gemma":[0.9996086,0.00002597194,0.00004663938,0.0001837527,0.00004681852,0.00008826814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005176013,0.00008109248,0.9504029,0.00007980607,0.0003578967,0.00009538697,0.0002330709,5.45364e-7,0.007703212,0.00007738217,0.0002069649,0.04070998],"study_design_scores_gemma":[0.000296282,0.000105592,0.9877141,0.0000208325,0.0006192832,0.00007215769,0.000105076,0.00005249395,0.008447995,0.00007088247,0.002433786,0.0000615375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977322,0.001333091,0.00002694313,0.0001891023,0.00005557667,0.00005793395,0.00005883518,0.00001184103,0.0005344731],"genre_scores_gemma":[0.9990733,0.0002246367,0.0001856285,0.0002521932,0.00005051441,0.000001711974,0.00001912155,0.00000509457,0.0001878565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04064844,"threshold_uncertainty_score":0.3501845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685935713009168,"score_gpt":0.3098992816571156,"score_spread":0.2930399245270239,"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."}}