{"id":"W3210648457","doi":"10.1302/0301-620x.103b11.bjj-2020-2130.r2","title":"Second-look arthroscopic cartilage status is related to intermediate-term outcomes after medial opening-wedge high tibial osteotomy","year":2021,"lang":"en","type":"article","venue":"The Bone & Joint Journal","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; High tibial osteotomy; WOMAC; Osteoarthritis; Arthroscopy; Cartilage; Surgery; Osteotomy; Anatomy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009076315,0.0004858356,0.001092406,0.0002627753,0.0004051447,0.0002449962,0.0002187132,0.0002045974,0.01944789],"category_scores_gemma":[0.0007975311,0.0003320097,0.0004990983,0.0003174323,0.000254662,0.0003412468,0.000478669,0.001952003,0.00195191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003240485,"about_ca_system_score_gemma":0.000639751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001465013,"about_ca_topic_score_gemma":0.0002237771,"domain_scores_codex":[0.9959046,0.0004554066,0.001241079,0.0004989514,0.0008745697,0.00102539],"domain_scores_gemma":[0.9973429,0.0002455204,0.0004151955,0.0007971203,0.0002778779,0.0009214003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004303033,0.00097946,0.6606441,0.000323264,0.001627475,0.03367608,0.05652367,0.00002241322,0.1714466,0.0003129185,0.05488623,0.01525473],"study_design_scores_gemma":[0.01353339,0.0009209231,0.9131397,0.0007015906,0.0005369526,0.008806235,0.001602827,0.00001400234,0.041869,0.0006209256,0.01753471,0.0007197578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981302,0.0006417202,0.00004378464,0.01240411,0.003514436,0.000660779,0.00006587175,0.00009653598,0.001270813],"genre_scores_gemma":[0.9722218,0.0000915581,0.0005965689,0.007779425,0.0006090458,0.00003448872,0.00002167931,0.0000997061,0.01854574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2524956,"threshold_uncertainty_score":0.9999132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543738226858358,"score_gpt":0.270632212572116,"score_spread":0.2551948303035324,"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."}}