{"id":"W4285730333","doi":"10.1111/os.13323","title":"Early Clinical and Radiographic Outcomes of Robot‐Assisted Versus Conventional Manual Total Knee Arthroplasty: A Randomized Controlled Study","year":2022,"lang":"en","type":"article","venue":"Orthopaedic Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Ministry of Science and Technology","keywords":"Medicine; WOMAC; Radiography; Osteoarthritis; Range of motion; Total knee arthroplasty; Surgery; Randomized controlled trial; Inclusion and exclusion criteria; Arthroplasty","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":[0.002233743,0.001001745,0.003092956,0.0004201785,0.0003842501,0.0007550548,0.0007861917,0.001456865,0.004459654],"category_scores_gemma":[0.002337067,0.000589652,0.002250297,0.0004985323,0.001038012,0.0007924745,0.000355151,0.001130253,0.0003897426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004303786,"about_ca_system_score_gemma":0.001009597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003300753,"about_ca_topic_score_gemma":0.0004929869,"domain_scores_codex":[0.9984225,0.0006787245,0.0002065406,0.0003147735,0.0002190944,0.0001584063],"domain_scores_gemma":[0.9976789,0.0007662403,0.0008297922,0.0001860382,0.0001702091,0.0003688127],"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":[0.9460368,0.02426364,0.00496247,0.001439549,0.001911064,0.00006461285,0.0000593379,0.0002288257,0.001636137,0.00006112039,0.0001729172,0.01916357],"study_design_scores_gemma":[0.6333039,0.3477247,0.0151603,0.0001235919,0.001664015,0.00008550085,0.00006629451,0.0006608542,0.0005534272,0.00009473112,0.0005255102,0.00003722798],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934638,0.003406948,0.0004584075,0.00008844782,0.0002710316,0.001785646,0.0001627829,0.00001926319,0.0003435347],"genre_scores_gemma":[0.9916145,0.001554813,0.001051453,0.0002454077,0.0005343925,0.004109065,0.000218144,0.000003720091,0.0006686516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004459654,"threshold_uncertainty_score":0.01491904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824422679374764,"score_gpt":0.3033357961272717,"score_spread":0.275091569333524,"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."}}