{"id":"W2973042615","doi":"10.1055/s-0039-1696734","title":"Revision of a Medial UKA to a Kinematic Aligned TKA: Comparison of Operative Complexity, Postoperative Alignment, and Outcome Scores to a Primary TKA","year":2019,"lang":"en","type":"article","venue":"The Journal of Knee Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Oxford knee score; Unicompartmental knee arthroplasty; Osteoarthritis; Surgery; Arthroplasty; Cohort; Internal medicine","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":[0.001792104,0.0002525739,0.001920852,0.0004417435,0.00005655963,0.00001682313,0.0001651075,0.00006178661,0.0001814485],"category_scores_gemma":[0.001062224,0.0001514863,0.0002535191,0.0003727286,0.0001945585,0.0001753458,0.0002273376,0.0001955056,0.00002968033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009140146,"about_ca_system_score_gemma":0.0002045189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000533496,"about_ca_topic_score_gemma":0.00002494797,"domain_scores_codex":[0.9967094,0.0003653183,0.001648446,0.0001643189,0.0008525557,0.0002599309],"domain_scores_gemma":[0.9963036,0.001782848,0.000820103,0.0003618053,0.0004530654,0.0002786184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005858125,0.000670979,0.7757261,0.0009810885,0.000644918,0.00004596815,0.02306962,0.0004017319,0.180227,0.0002203141,0.008669502,0.003484712],"study_design_scores_gemma":[0.005605346,0.007166164,0.9286515,0.006126423,0.0007323261,0.0007662384,0.006880837,0.0001907569,0.04212155,0.0001134929,0.001106934,0.0005383963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919786,0.0005602051,0.0002177407,0.005648696,0.0003873176,0.0009594325,0.000020749,0.000007994478,0.0002192251],"genre_scores_gemma":[0.9958928,0.00004189878,0.002511002,0.00125557,0.00008081068,0.000002175469,0.000003799325,0.00002664729,0.0001852618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1529254,"threshold_uncertainty_score":0.6177434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04973208444129184,"score_gpt":0.3429776004475446,"score_spread":0.2932455160062527,"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."}}