{"id":"W4394574911","doi":"10.1111/os.14055","title":"Comparison of Alignment Accuracy and Clinical Outcomes between a <scp>CT</scp>‐Based, Saw Cutting Robotic System and a <scp>CT</scp>‐Free, Jig‐guided Robotic System for Total Knee Arthroplasty","year":2024,"lang":"en","type":"article","venue":"Orthopaedic Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Beijing Municipality","keywords":"Medicine; Total knee arthroplasty; WOMAC; Osteoarthritis; Range of motion; Surgery; Nuclear medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001118925,0.0002546046,0.0003371684,0.0006100714,0.0001800781,0.0003793976,0.0002326287,0.000233637,0.0009734659],"category_scores_gemma":[0.003698816,0.0001953013,0.0003859786,0.0003333509,0.0003139309,0.000426739,0.0003475629,0.0002114129,0.000271667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002683669,"about_ca_system_score_gemma":0.000259589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000490225,"about_ca_topic_score_gemma":0.0008414957,"domain_scores_codex":[0.9991222,0.0001610135,0.0001744833,0.0001339962,0.000335288,0.00007306624],"domain_scores_gemma":[0.9974941,0.0005928932,0.001122937,0.0002061271,0.0004257961,0.0001580701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.006977378,0.0005129567,0.8871018,0.0002395044,0.0003787048,0.0004394677,0.0003046446,0.001367569,0.02046593,0.00003659336,0.0002411231,0.08193429],"study_design_scores_gemma":[0.000136492,0.01253792,0.9771156,0.00002022701,0.0001995841,0.00260736,0.0002270363,0.002203057,0.004416451,0.00002276923,0.0004877565,0.00002571401],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990366,0.0002348854,0.0005190795,0.000005620895,0.000006395573,0.00001265402,0.00003585001,0.000005829525,0.0001430651],"genre_scores_gemma":[0.9990783,0.00009749893,0.0005903354,0.000007435865,0.000007390971,0.00001295262,0.0001110217,0.000002870771,0.0000922231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001118925,"threshold_uncertainty_score":0.005917549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167228188016589,"score_gpt":0.3345960919119657,"score_spread":0.2829238100317998,"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."}}