{"id":"W4388973162","doi":"10.52312/jdrs.2023.1108","title":"Does medullary diameter to stem width ratio and stem length affect outcomes of revision total knee arthroplasties? A case series","year":2023,"lang":"en","type":"article","venue":"Joint Diseases and Related Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; WOMAC; Medullary cavity; Osteoarthritis; Femur; Tibia; Intramedullary rod; Surgery; Orthopedic surgery; Range of motion; Orthodontics; Anatomy; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003179152,0.0003265536,0.001039671,0.0004249514,0.0001850133,0.00004771208,0.00001882969,0.000138485,0.00007519584],"category_scores_gemma":[0.0003812526,0.0001880881,0.0003169956,0.000427149,0.0001996617,0.0002677613,0.0001597446,0.0001894545,0.00003225879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002843594,"about_ca_system_score_gemma":0.0000840619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002105732,"about_ca_topic_score_gemma":0.000009561714,"domain_scores_codex":[0.9980088,0.0001641092,0.0006785077,0.0004478576,0.0003374548,0.0003632792],"domain_scores_gemma":[0.9977795,0.001165181,0.0001764076,0.0003421694,0.00007339615,0.0004632847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006168144,0.0001691407,0.9478382,0.001404159,0.0007225052,0.007984505,0.0009677766,0.00004064279,0.0004646027,0.00006522255,0.003468353,0.03625801],"study_design_scores_gemma":[0.001460688,0.0006183967,0.9875165,0.001294273,0.0005798693,0.003575182,0.002896014,0.0003040603,0.0003619518,0.00004794088,0.000861878,0.0004832642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938459,0.001864578,0.0000104245,0.002219175,0.0009860911,0.0006565739,0.0001600003,0.0002350769,0.00002212539],"genre_scores_gemma":[0.9950963,0.001073639,0.00006355669,0.0001270026,0.00005137647,0.00002572773,0.00003134249,0.00005156103,0.003479541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03967822,"threshold_uncertainty_score":0.7670011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521275746035581,"score_gpt":0.2426290648399842,"score_spread":0.2274163073796284,"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."}}