{"id":"W4385732092","doi":"10.2106/jbjs.st.22.00023","title":"Revision Total Hip Arthroplasty with a Modular Fluted Tapered Stem for a Periprosthetic Femoral Fracture","year":2023,"lang":"en","type":"article","venue":"JBJS Essential Surgical Techniques","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Femoral canal; Implant; Surgery; Fixation (population genetics); Femoral fracture; Arthroplasty; Femur; Dentistry","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":[0.0003786387,0.0003540699,0.0006437933,0.0001711683,0.0002583468,0.00007331119,0.00007413066,0.0002811384,0.0003037397],"category_scores_gemma":[0.00003799866,0.0002359925,0.0002885409,0.0004057556,0.000219835,0.0001341836,0.00008419736,0.0003199227,0.00005716805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004319967,"about_ca_system_score_gemma":0.0000974256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001403853,"about_ca_topic_score_gemma":0.000001755795,"domain_scores_codex":[0.9977489,0.00008330533,0.0004206554,0.0005921325,0.0005505367,0.0006045151],"domain_scores_gemma":[0.9989111,0.0001318904,0.0001306432,0.0003864968,0.0001641022,0.00027574],"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":[0.02022325,0.002042582,0.01054146,0.002695752,0.0007407669,0.01067244,0.001036023,0.00007120454,0.03329938,0.00158672,0.06628475,0.8508056],"study_design_scores_gemma":[0.005284093,0.003301826,0.004764647,0.001095819,0.0002537773,0.00343542,0.0002297287,0.002280626,0.02238527,0.0001246546,0.9560296,0.0008145674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841475,0.0002665557,0.007006367,0.002884839,0.0003128297,0.002719858,0.0001254003,0.002102213,0.0004344241],"genre_scores_gemma":[0.9925252,0.0001795529,0.003441032,0.0002052022,0.0007081074,0.0001910894,0.0003146908,0.00008715085,0.002348012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8897448,"threshold_uncertainty_score":0.9623495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410579953330327,"score_gpt":0.2827143846773671,"score_spread":0.2686085851440638,"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."}}