{"id":"W2024917207","doi":"10.1097/bot.0b013e31829c739a","title":"How Often Does Open Reduction and Internal Fixation of Geriatric Acetabular Fractures Lead to Hip Arthroplasty?","year":2013,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal fixation; Reduction (mathematics); Arthroplasty; Total hip arthroplasty; Surgery; Hip arthroplasty; Acetabulum","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":[0.0003921795,0.0001614644,0.0005005104,0.0003177297,0.00005723538,0.0001300799,0.0001547078,0.0001018596,0.0002043832],"category_scores_gemma":[0.00027183,0.0001007397,0.0001489368,0.0001848801,0.0001037706,0.0007484282,0.00007269219,0.0003053886,0.000006155054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003559227,"about_ca_system_score_gemma":0.00008307362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007012854,"about_ca_topic_score_gemma":0.000008314313,"domain_scores_codex":[0.9986122,0.00006079936,0.0005484426,0.0001646857,0.0004318932,0.0001820334],"domain_scores_gemma":[0.9985895,0.00002805043,0.0006139685,0.0001683351,0.0003793546,0.0002208141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001848863,0.0005150696,0.06455109,0.0003455404,0.0007081277,0.0000957097,0.002794453,0.00003002534,0.144325,0.0001112551,0.05642781,0.728247],"study_design_scores_gemma":[0.006928084,0.002915303,0.8727286,0.0008560914,0.0005388794,0.002015843,0.002754939,0.00005091052,0.05378936,0.0008120585,0.05626947,0.0003404679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814793,0.001307577,0.001265964,0.01477672,0.000554721,0.0004035276,0.000004524326,0.00000942332,0.0001981736],"genre_scores_gemma":[0.9912134,0.0003063056,0.005902685,0.0003116853,0.0008201215,0.00000718097,0.000002978223,0.00001843615,0.00141718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8081775,"threshold_uncertainty_score":0.4108046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325230366898869,"score_gpt":0.2747564135749092,"score_spread":0.2615041099059205,"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."}}