{"id":"W4392003707","doi":"10.1186/s40814-024-01463-x","title":"Robot-assisted partial knee replacement versus standard total knee replacement (RoboKnees): a protocol for a pilot randomized controlled trial","year":2024,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Dalhousie University; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research","keywords":"Total knee replacement; Protocol (science); Randomized controlled trial; Knee replacement; Physical therapy; Pilot trial; Medicine; Robot; Physical medicine and rehabilitation; Arthroplasty; Computer science; Surgery; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04473683,0.00574581,0.01008327,0.00231235,0.003085952,0.004184546,0.003783423,0.007446342,0.0653835],"category_scores_gemma":[0.04614935,0.002337182,0.005451798,0.002941864,0.003618577,0.003606366,0.002029542,0.008171894,0.009434164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005063185,"about_ca_system_score_gemma":0.01427534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001671945,"about_ca_topic_score_gemma":0.002959423,"domain_scores_codex":[0.9667268,0.02429478,0.002910952,0.001687874,0.002499713,0.001879922],"domain_scores_gemma":[0.9799274,0.008530717,0.003727399,0.002782957,0.003306808,0.001724715],"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":[0.8993768,0.01287435,0.0005420838,0.02653772,0.002691897,0.0003161885,0.0004728398,0.001833762,0.001898076,0.004571033,0.02015295,0.02873218],"study_design_scores_gemma":[0.9520208,0.0219165,0.0008629187,0.002889198,0.0007276108,0.00006032379,0.0001066426,0.00174663,0.0005227968,0.001913545,0.01715634,0.00007669561],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001646719,0.0001779789,0.001043906,0.0001926771,0.0002821882,0.9954842,0.0006108501,0.00008662668,0.0004747215],"genre_scores_gemma":[0.001262152,0.00007227743,0.001405335,0.0001110327,0.00002957052,0.9967783,0.00007421794,0.000004514729,0.0002627097],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0653835,"threshold_uncertainty_score":0.2365938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1566315396650437,"score_gpt":0.4188183310278464,"score_spread":0.2621867913628027,"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."}}