{"id":"W4283655472","doi":"10.1111/os.13365","title":"A Newly Designed “<scp>SkyWalker</scp>” Robot Applied in Total Knee Arthroplasty: A Retrospective Cohort Study for Femoral Rotational Alignment Restoration","year":2022,"lang":"en","type":"article","venue":"Orthopaedic Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Southwest Hospital; Army Medical University; Third Military Medical University","keywords":"Medicine; WOMAC; Condyle; Total knee arthroplasty; Tourniquet; Osteoarthritis; Lateral release; Patella; Surgery; Blood loss; Oxford knee score; FEMORAL CONDYLE; Arthroplasty; Orthodontics; Nuclear medicine; Anatomy; Cartilage","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":[0.0004673947,0.0003505119,0.0003767456,0.0004734118,0.0004676638,0.0005650441,0.0002961036,0.0003302431,0.001760016],"category_scores_gemma":[0.001163479,0.0003427655,0.0006962665,0.0006108147,0.000333968,0.0004588196,0.0003576574,0.0004057842,0.0005148688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000253146,"about_ca_system_score_gemma":0.0005637914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598928,"about_ca_topic_score_gemma":0.002543779,"domain_scores_codex":[0.9995354,0.00009196564,0.00006358681,0.0001358541,0.00009754224,0.00007549962],"domain_scores_gemma":[0.9990127,0.0001163242,0.0005060767,0.0001234649,0.0001065387,0.0001349088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003970794,0.0001873031,0.9956326,0.00003299516,0.00008045379,0.0003506498,0.0001429628,0.0000231695,0.0005004137,0.00001845761,0.0001139499,0.002519906],"study_design_scores_gemma":[0.00007814197,0.003332692,0.9911827,0.00002585062,0.0001553763,0.002945412,0.0007500559,0.0002556558,0.0002175254,0.00002972059,0.001011846,0.00001512014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995655,0.000107951,0.000107667,0.000007515724,0.000004846338,0.00002092264,0.00005995588,0.000001427787,0.0001240374],"genre_scores_gemma":[0.9992649,0.00009730738,0.0001546249,0.00004601391,0.00001295208,0.00003507395,0.000172481,0.000002675775,0.0002138906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001760016,"threshold_uncertainty_score":0.005887806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876035165126072,"score_gpt":0.2525916716220768,"score_spread":0.2338313199708161,"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."}}