{"id":"W4387597770","doi":"10.1007/s00402-023-05091-7","title":"Long-term clinical and radiological outcome of a cementless titanium-coated total knee arthroplasty system","year":2023,"lang":"en","type":"article","venue":"Archives of Orthopaedic and Trauma Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medizinische Universität Graz; Karl-Franzens-Universität Graz","keywords":"Medicine; Periprosthetic; WOMAC; Surgery; Orthopedic surgery; Range of motion; Quality of life (healthcare); Implant; Arthroplasty; Radiological weapon; Oxford knee score; Visual analogue scale; Osteoarthritis","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":[0.0006668086,0.000245255,0.001193031,0.0003279649,0.00007938983,0.000008567847,0.00003683589,0.0001202068,0.00003550985],"category_scores_gemma":[0.0003419164,0.0001882539,0.0004166226,0.0002461476,0.001149687,0.00007247212,0.0001413739,0.0002789949,0.00001240843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005423097,"about_ca_system_score_gemma":0.00005694958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001365046,"about_ca_topic_score_gemma":0.000008443364,"domain_scores_codex":[0.9975364,0.0002086051,0.001177657,0.0004181923,0.0002921636,0.0003669326],"domain_scores_gemma":[0.9966182,0.002501026,0.0002706939,0.0002832481,0.00003252005,0.0002943533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006235368,0.0001467729,0.9517218,0.0009666356,0.0002536101,0.0004475457,0.0001783517,0.000001112623,0.0002017115,0.0002775775,0.00007021926,0.04511112],"study_design_scores_gemma":[0.002510309,0.000419091,0.9950903,0.0004426441,0.0001424752,0.0005261243,0.0003853096,0.0001692384,0.00008810385,0.00001158313,0.0000520302,0.0001627807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976091,0.0006217479,0.000132546,0.0001571197,0.0004555022,0.0003366836,0.00005299086,0.0001353968,0.0004989475],"genre_scores_gemma":[0.9988049,0.000460429,0.000198239,0.00003140686,0.0001005441,0.00001206879,0.00005446441,0.00002723892,0.0003107093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04494834,"threshold_uncertainty_score":0.7676771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04798813953135236,"score_gpt":0.3020085035344017,"score_spread":0.2540203640030494,"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."}}