{"id":"W2111564267","doi":"10.1055/s-2006-934220","title":"Magnetic Resonance Imaging of Joint Replacements","year":2006,"lang":"en","type":"review","venue":"Seminars in Musculoskeletal Radiology","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Magnetic resonance imaging; Periprosthetic; Arthroplasty; Radiology; Orthopedic surgery; Radiography; Joint replacement; Radiological weapon; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000579084,0.0005190404,0.002818279,0.0005332959,0.00003859173,0.000004822886,0.0001732135,0.0003673001,0.0002599921],"category_scores_gemma":[0.0002130121,0.0004135814,0.0006828529,0.0003908401,0.0004357062,0.00004026754,0.000134773,0.0007052869,0.00004239335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648071,"about_ca_system_score_gemma":0.0002822717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000420758,"about_ca_topic_score_gemma":0.000008094157,"domain_scores_codex":[0.9967165,0.0002826284,0.001393159,0.0007080036,0.0002719249,0.0006278122],"domain_scores_gemma":[0.9985402,0.0001772627,0.0004676527,0.0006640085,0.00004304202,0.0001078354],"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":[0.00002341125,0.0001218,0.002384864,0.009744334,0.00002357066,0.0005641416,0.00001514866,2.470472e-7,0.0000029261,0.00006651169,0.005059518,0.9819936],"study_design_scores_gemma":[0.0009123362,0.0004986458,0.002095173,0.0202414,0.0004133249,0.003129953,0.00001524339,0.0000120633,6.549036e-7,0.00002456201,0.9723337,0.0003229181],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009175069,0.9918773,0.000008541806,0.00002910196,0.0006208966,0.0009147062,0.00007571416,0.00003199134,0.00552426],"genre_scores_gemma":[0.0002163037,0.996197,0.0006262179,0.00004720597,0.0002861671,0.00007569971,0.0002974711,0.00007343893,0.002180534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9816706,"threshold_uncertainty_score":0.9998316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744514173381014,"score_gpt":0.313595134830057,"score_spread":0.2961499930962468,"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."}}