{"id":"W3169460791","doi":"10.1186/s42836-021-00080-w","title":"Review of patient-reported outcomes in periprosthetic distal femur fractures after total knee arthroplasty: a plate or intramedullary nail?","year":2021,"lang":"en","type":"review","venue":"Arthroplasty","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Intramedullary rod; Medicine; Malunion; Surgery; Internal fixation; Arthroplasty; Range of motion; Femur; Osteoarthritis; Total knee arthroplasty; Oxford knee score; Prosthesis","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","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004687127,0.001797612,0.008393999,0.0006568314,0.0001299502,0.00007252401,0.0001616687,0.0008442316,0.003804704],"category_scores_gemma":[0.002262083,0.001228686,0.002282507,0.001336356,0.0006716618,0.0003143326,0.0005714302,0.002024834,0.0002946359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003375843,"about_ca_system_score_gemma":0.00201616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005504764,"about_ca_topic_score_gemma":0.0003040749,"domain_scores_codex":[0.9911822,0.0006470954,0.0040239,0.001643419,0.00126284,0.00124054],"domain_scores_gemma":[0.9945779,0.0008788939,0.001722718,0.001934217,0.0003186892,0.0005675972],"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":[0.0003840262,0.001307427,0.0075856,0.1285918,0.001633629,0.009395419,0.0005072239,0.000001841363,7.902776e-7,0.00001393067,0.001987379,0.8485909],"study_design_scores_gemma":[0.002143584,0.001035752,0.003844076,0.2204638,0.001960445,0.008082479,0.0001978297,0.000001969937,0.000003857737,0.000003334628,0.7611779,0.001085012],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02075623,0.9723946,0.0000078787,0.0002477414,0.001935843,0.003927136,0.0003878989,0.0001630841,0.0001795358],"genre_scores_gemma":[0.003903604,0.9912762,0.0005544691,0.0009799731,0.000182422,0.0007540114,0.0006217894,0.0003187753,0.001408754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8475059,"threshold_uncertainty_score":0.9994769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739305426553992,"score_gpt":0.309442011954742,"score_spread":0.2920489576892021,"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."}}