{"id":"W2239293368","doi":"10.1302/0301-620x.98b1.36307","title":"The role of cages in the management of severe acetabular bone defects at revision arthroplasty","year":2016,"lang":"en","type":"article","venue":"The Bone & Joint Journal","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Total hip arthroplasty; Posterior column; Fixation (population genetics); Surgery; Cage; Arthroplasty; Orthodontics; Acetabulum; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.002715196,0.0001503224,0.0003309042,0.00006142147,0.0003924784,0.00001748356,0.0001327884,0.00004246695,0.0001750126],"category_scores_gemma":[0.0000862642,0.00004946013,0.0001900268,0.0001208747,0.0002395783,0.00006604367,0.0001428503,0.0003574946,0.00002669994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004463148,"about_ca_system_score_gemma":0.00004221289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000064047,"about_ca_topic_score_gemma":0.00002205339,"domain_scores_codex":[0.9980264,0.0003321769,0.0005887281,0.0001262921,0.0006164325,0.000310004],"domain_scores_gemma":[0.9987508,0.0002567876,0.0004068669,0.0004453124,0.00006901026,0.0000711891],"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":[0.002032942,0.0004993396,0.03423512,0.0002647137,0.000469548,0.0009482673,0.003391851,0.00002985002,0.0350844,0.003393259,0.009692739,0.9099579],"study_design_scores_gemma":[0.0125942,0.001792499,0.4766673,0.006969723,0.0008096374,0.02553123,0.01043556,0.00005005267,0.01114249,0.003361209,0.4501972,0.0004488077],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858645,0.007772251,0.00004813799,0.004174007,0.0001718827,0.0003612633,0.000008506732,0.000006804178,0.001592678],"genre_scores_gemma":[0.988873,0.009694736,0.0001206323,0.0001208286,0.0001487393,0.000003418198,8.032679e-7,0.00001449772,0.00102335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9095092,"threshold_uncertainty_score":0.3018667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124834945153539,"score_gpt":0.2349937186065121,"score_spread":0.2237453691549768,"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."}}