{"id":"W4220846216","doi":"10.3889/oamjms.2022.8685","title":"Robot-assisted Knee Arthroplasty: Randomized Clinical Trial","year":2022,"lang":"en","type":"article","venue":"Open Access Macedonian Journal of Medical Sciences","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; WOMAC; Oxford knee score; Osteoarthritis; Visual analogue scale; Arthroplasty; Randomized controlled trial; Physical therapy; Knee Joint; Total knee arthroplasty; 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":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0317881,0.0002568394,0.001963555,0.0003826934,0.0007897976,0.0009208975,0.003340915,0.0001375506,0.02331923],"category_scores_gemma":[0.008722182,0.0001655612,0.000757105,0.001061383,0.002107607,0.001309411,0.003118091,0.001526884,0.00005175061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162328,"about_ca_system_score_gemma":0.003708954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001141238,"about_ca_topic_score_gemma":0.00006096356,"domain_scores_codex":[0.9891331,0.002332878,0.002452873,0.000491017,0.005035128,0.0005549808],"domain_scores_gemma":[0.9940896,0.002642274,0.001592466,0.0003272523,0.0001530139,0.001195418],"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":[0.4971994,0.002598487,0.07169227,0.00004103192,0.0006878415,0.002978512,0.0002766617,0.0001817135,0.00001840482,0.002245244,0.02765401,0.3944264],"study_design_scores_gemma":[0.8890284,0.005265002,0.03136131,0.0002160133,0.0003126414,0.004125819,0.0006811817,0.001061174,0.00001576222,0.0006470142,0.06697445,0.000311242],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8671678,0.0008292465,0.0008389009,0.1142087,0.009072624,0.002086283,0.00000694187,0.00003679637,0.005752673],"genre_scores_gemma":[0.9912255,0.0002982515,0.002680633,0.003316402,0.000957209,0.00005919856,0.000002348694,0.00002367551,0.001436765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3941152,"threshold_uncertainty_score":0.9996278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1683151641446588,"score_gpt":0.483062130100776,"score_spread":0.3147469659561172,"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."}}