{"id":"W2016069286","doi":"10.3109/10929088.2011.586798","title":"Computer navigated total knee arthroplasty: Aspects of a single unit's experience of 777 cases","year":2011,"lang":"en","type":"article","venue":"Computer Aided Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"WOMAC; Medicine; Intramedullary rod; Total knee arthroplasty; Osteoarthritis; Prosthesis; Oxford knee score; Arthroplasty; Physical therapy; Patient satisfaction; Surgery","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":[0.0002014957,0.0003350738,0.001060435,0.0003461225,0.00006411537,0.00001366992,0.00009064916,0.0001273177,0.0003826834],"category_scores_gemma":[0.0001597787,0.0003081499,0.0003660306,0.0005243273,0.0004759378,0.0002435266,0.0002262527,0.0002165761,0.00004464314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000388217,"about_ca_system_score_gemma":0.000232632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001703559,"about_ca_topic_score_gemma":0.00001484059,"domain_scores_codex":[0.9976496,0.0001296251,0.0008939147,0.0004448861,0.0004244945,0.0004575206],"domain_scores_gemma":[0.9974597,0.0009395035,0.0003578172,0.0006467577,0.0002946115,0.0003015944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001569349,0.004545679,0.8348344,0.001287489,0.001000606,0.005535863,0.0197061,0.0001905245,0.02559671,0.001053816,0.005854548,0.09882495],"study_design_scores_gemma":[0.003221323,0.002872461,0.8878598,0.002004342,0.0001688035,0.004540287,0.0006971267,0.002945336,0.0935648,0.0001181846,0.001095095,0.0009124429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925846,0.0001925216,0.004547698,0.0000433081,0.001601371,0.0002906645,0.00001675327,0.0001673427,0.000555696],"genre_scores_gemma":[0.9905846,0.000008068715,0.008813024,0.000212854,0.0002113601,0.000009240988,0.00002337822,0.00004843865,0.00008901805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09791251,"threshold_uncertainty_score":0.9999371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05155571312978036,"score_gpt":0.2567673358220784,"score_spread":0.205211622692298,"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."}}