{"id":"W4392960998","doi":"10.1002/ksa.12143","title":"Higher satisfaction and function scores in restricted kinematic alignment versus mechanical alignment with medial pivot design total knee arthroplasty: A prospective randomised controlled trial","year":2024,"lang":"en","type":"article","venue":"Knee Surgery Sports Traumatology Arthroscopy","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medacta International","keywords":"Medicine; Osteoarthritis; WOMAC; Oxford knee score; Coronal plane; Total knee arthroplasty; Physical therapy; Arthroplasty; Randomized controlled trial; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004829137,0.001453032,0.00572938,0.0008366386,0.0007993768,0.001802731,0.00134499,0.003274981,0.007825546],"category_scores_gemma":[0.006417278,0.001040239,0.004213181,0.001212638,0.002273214,0.001419716,0.0006934584,0.002655828,0.0007201215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009601768,"about_ca_system_score_gemma":0.001598163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000869389,"about_ca_topic_score_gemma":0.001484964,"domain_scores_codex":[0.9949383,0.003086254,0.0006541508,0.0006049912,0.0004272064,0.0002892235],"domain_scores_gemma":[0.9957712,0.00180884,0.001379573,0.0002330202,0.0002265192,0.0005807664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9859504,0.00452261,0.0007773662,0.001539275,0.001157417,0.00002559902,0.00003551378,0.00005960885,0.0005249267,0.0000474984,0.0001155955,0.005244208],"study_design_scores_gemma":[0.9264094,0.07004167,0.001960023,0.0001053627,0.0009730705,0.00002255844,0.00003049175,0.0001036671,0.0001204664,0.00005778586,0.0001627719,0.00001279251],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731013,0.01547019,0.0007534897,0.0005748433,0.001068883,0.00726643,0.0006309389,0.00005717839,0.001076827],"genre_scores_gemma":[0.9789782,0.005504557,0.001380863,0.0007360606,0.0009710886,0.01080828,0.0004136607,0.00001201355,0.001195257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007825546,"threshold_uncertainty_score":0.02617908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01776502572814932,"score_gpt":0.2556366071789445,"score_spread":0.2378715814507952,"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."}}