{"id":"W4361219093","doi":"10.1097/oi9.0000000000000246","title":"Periprosthetic fracture management of the proximal femur","year":2023,"lang":"en","type":"review","venue":"OTA International The Open Access Journal of Orthopaedic Trauma","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Femur; Fracture (geology); Orthodontics; Medicine; Business; Arthroplasty; Surgery; Geology; Geotechnical engineering","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":[0.0004361741,0.0006084702,0.001004426,0.002691694,0.0002939871,0.0006867897,0.0007344224,0.0007808718,0.002017578],"category_scores_gemma":[0.001176378,0.0001613023,0.0005772727,0.001300787,0.0003649921,0.0006180265,0.0004221182,0.0008858268,0.00072308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003643453,"about_ca_system_score_gemma":0.001008751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001681228,"about_ca_topic_score_gemma":0.002753533,"domain_scores_codex":[0.9996932,0.00004030252,0.00006499619,0.00004294958,0.0001370494,0.00002158613],"domain_scores_gemma":[0.9996434,0.0001579688,0.0000827926,0.000007865629,0.00009048032,0.00001747623],"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":[0.0000412713,0.00003450721,0.0006090917,0.01705388,0.00009375337,0.0003410223,0.00004562752,0.0002303962,0.0005953457,0.0005721764,0.01068806,0.969695],"study_design_scores_gemma":[0.00005675499,0.0004375098,0.0135404,0.05133102,0.0007097372,0.03910443,0.000412728,0.0003176962,0.001439783,0.003428728,0.8891631,0.00005812506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002366168,0.9987575,0.0001205454,0.0001535469,0.0001038785,0.000004898337,0.00001384612,0.000006257599,0.0006029918],"genre_scores_gemma":[0.002200362,0.9968786,0.0002692172,0.0001574074,0.0001843641,0.000005769789,0.00004000832,0.000001568618,0.0002626478],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002691694,"threshold_uncertainty_score":0.006749511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1319198755075273,"score_gpt":0.4401963420149792,"score_spread":0.3082764665074519,"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."}}