{"id":"W2256244403","doi":"10.3928/0147-7447-20051002-09","title":"Functional Impact of Navigation-Assisted Minimally Invasive Total Knee Arthroplasty","year":2005,"lang":"en","type":"article","venue":"Orthopedics","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; WOMAC; Total knee arthroplasty; Invasive surgery; Surgery; Orthopedic surgery; Osteoarthritis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001723595,0.0002478239,0.0004260328,0.0001538199,0.0000994637,0.00001511754,0.00003422736,0.000144797,0.001782687],"category_scores_gemma":[0.0003960207,0.0002048788,0.0003920186,0.0003337298,0.0002080625,0.0002486609,0.00006356811,0.0003099843,0.0004186057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001654777,"about_ca_system_score_gemma":0.0007614353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003444396,"about_ca_topic_score_gemma":0.00008975573,"domain_scores_codex":[0.9982456,0.00004508013,0.0005258082,0.0002966099,0.0005634455,0.00032347],"domain_scores_gemma":[0.9986376,0.0002297506,0.0002199215,0.0003429419,0.0002968429,0.0002729077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006250851,0.0005710212,0.9392157,0.00009728094,0.0004216824,0.00008350952,0.000384235,0.0006495207,0.01105905,0.0001389481,0.008378032,0.03837592],"study_design_scores_gemma":[0.003183319,0.001031804,0.9906034,0.0001204644,0.0001231318,0.0007222593,0.0001089519,0.0002113485,0.0007577025,0.000007033218,0.002935668,0.0001948682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949224,0.0001810317,0.0001302571,0.0006299784,0.0002964236,0.0003212985,0.0001001552,0.00009403974,0.003324432],"genre_scores_gemma":[0.9906511,0.00002341679,0.003032688,0.00017676,0.0004908979,0.0000139687,0.0002447864,0.00004047075,0.005325962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05138773,"threshold_uncertainty_score":0.9991298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705315122947181,"score_gpt":0.2735443526393103,"score_spread":0.2564912014098384,"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."}}