{"id":"W1998715944","doi":"10.1007/s11999-011-2144-z","title":"Unicompartmental Versus Total Knee Arthroplasty Database Analysis: Is There a Winner?","year":2011,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":254,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Unicompartmental knee arthroplasty; WOMAC; Survivorship curve; Osteoarthritis; Orthopedic surgery; Total knee arthroplasty; Physical therapy; Arthroplasty; Range of motion; Surgery; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01440225,0.0003395171,0.001954092,0.002505594,0.0004348089,0.002393451,0.001671155,0.001024564,0.003699255],"category_scores_gemma":[0.0308702,0.0003753536,0.002393708,0.004166917,0.0005226336,0.002213653,0.001825296,0.001048223,0.0004269345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008538532,"about_ca_system_score_gemma":0.0008321254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002202687,"about_ca_topic_score_gemma":0.005419698,"domain_scores_codex":[0.9865052,0.005624977,0.002639719,0.00180739,0.002702828,0.0007199073],"domain_scores_gemma":[0.9695705,0.01367135,0.0106167,0.001669007,0.002556253,0.001916227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002888198,0.00007295508,0.9796569,0.0005364959,0.002309891,0.00005744382,0.0001655459,0.0001166829,0.00008742929,0.0001616939,0.001432505,0.01251421],"study_design_scores_gemma":[0.0006697912,0.0008943202,0.9881044,0.0005115632,0.00232242,0.0007813079,0.001662338,0.002160978,0.0001002676,0.000523699,0.002224177,0.00004479339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817307,0.0102516,0.0004642559,0.002028645,0.0001487551,0.0001085368,0.004421587,0.000009253706,0.0008366922],"genre_scores_gemma":[0.9947329,0.00105857,0.0004579992,0.0003174825,0.0001577027,0.0000699376,0.003097893,0.0000110149,0.00009657715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01440225,"threshold_uncertainty_score":0.07616735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1585250431488939,"score_gpt":0.41908264096223,"score_spread":0.2605575978133361,"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."}}