{"id":"W2094321791","doi":"10.1007/s11999-008-0573-0","title":"Revision of the Deficient Proximal Femur With a Proximal Femoral Allograft","year":2008,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Surgery; Femur; Orthopedic surgery; Nonunion; Acetabulum; Radiography; Arthroplasty","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003229185,0.0001934222,0.0005451308,0.0001534262,0.000558568,0.00001736545,0.000171887,0.0003369044,0.00009514706],"category_scores_gemma":[0.001023158,0.00009275863,0.0003224935,0.0008172785,0.002983779,0.00005499359,0.0003207705,0.001992008,0.00001829031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001944485,"about_ca_system_score_gemma":0.0006266726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001574546,"about_ca_topic_score_gemma":0.000004728543,"domain_scores_codex":[0.9961566,0.0004452961,0.0009730788,0.0005395059,0.001298955,0.0005866162],"domain_scores_gemma":[0.9978924,0.0004446213,0.0002080693,0.0005354326,0.0005060098,0.0004134116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001147287,0.0009809731,0.9526333,0.0001744433,0.0001579754,0.0008469754,0.0002499386,0.000003177529,0.0000697541,0.0006109143,0.00213273,0.04099257],"study_design_scores_gemma":[0.008638799,0.007657716,0.8857722,0.001432345,0.0002040279,0.006247196,0.0003324222,0.001390765,0.0001117145,0.00007800194,0.08781422,0.0003206145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911698,0.001286181,0.0000201895,0.00270649,0.000305609,0.001095085,0.00001013751,0.00003475258,0.003371727],"genre_scores_gemma":[0.9928532,0.002859096,0.0006985698,0.0001433988,0.0001690743,0.000007646592,0.00001067367,0.00003209342,0.003226286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08568149,"threshold_uncertainty_score":0.9997295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09537812276690283,"score_gpt":0.3868180061008186,"score_spread":0.2914398833339157,"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."}}