{"id":"W4385271324","doi":"10.1302/1358-992x.2023.9.056","title":"OUTCOMES FOLLOWING TOTAL HIP AND TOTAL KNEE ARTHROPLASTY IN PATIENTS WITH PAGET'S DISEASE OF BONE: A SYSTEMATIC REVIEW","year":2023,"lang":"en","type":"review","venue":"Orthopaedic Proceedings","topic":"Bone health and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Arthroplasty; MEDLINE; Prospective cohort study; Systematic review; Osteoarthritis; Meta-analysis; Internal medicine; Surgery; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006403295,0.0006921138,0.005310171,0.0004361549,0.00008561306,0.00002189323,0.00005031566,0.0002007806,0.00001025831],"category_scores_gemma":[0.001259897,0.0004290771,0.0006925157,0.0008444546,0.00007938142,0.0001699526,0.0001099633,0.0005179839,0.00003612133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690775,"about_ca_system_score_gemma":0.0005037137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001980126,"about_ca_topic_score_gemma":0.000002659865,"domain_scores_codex":[0.9961546,0.00005183764,0.001698196,0.0006708027,0.0008705127,0.00055405],"domain_scores_gemma":[0.9978094,0.0001683146,0.0009772338,0.0002855809,0.000138639,0.0006208155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004137322,0.000209158,0.1558034,0.8291037,0.0004614986,0.0001638335,0.00003886205,2.382472e-9,1.896411e-9,0.000009844704,0.00005150525,0.01411679],"study_design_scores_gemma":[0.003003318,0.0004898159,0.06332225,0.9210058,0.01087939,0.00006807326,0.00002242626,9.370543e-7,4.491874e-9,0.000003594294,0.0008451421,0.0003592079],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01915802,0.9721295,2.18591e-7,0.0000595037,0.0001554198,0.008260658,0.00006301029,0.00009709349,0.00007656425],"genre_scores_gemma":[0.006916851,0.9904348,0.00005712204,0.000118394,0.00002329937,0.001369354,0.0001808766,0.0001412532,0.0007580271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09248115,"threshold_uncertainty_score":0.9998161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192217382366476,"score_gpt":0.2942387475638844,"score_spread":0.2750170093272368,"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."}}