{"id":"W3093357629","doi":"10.2106/jbjs.20.00037","title":"The Influence of Preoperative Tibial Bone Marrow Edema on Outcomes After Medial Opening-Wedge High Tibial Osteotomy","year":2020,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; High tibial osteotomy; Osteoarthritis; WOMAC; Magnetic resonance imaging; Surgery; Tibia; Osteotomy; Edema; Nuclear medicine; Radiology; Pathology","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":[0.00100584,0.0001963647,0.0002718289,0.0008372384,0.0002934512,0.0005041966,0.0002709918,0.0002259765,0.001160909],"category_scores_gemma":[0.006969097,0.0001266984,0.0003470499,0.0006555748,0.0004374927,0.0005403393,0.0004928469,0.0003451417,0.0001182586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003051144,"about_ca_system_score_gemma":0.0003816012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007496314,"about_ca_topic_score_gemma":0.001756489,"domain_scores_codex":[0.9991751,0.0001665354,0.0001713914,0.00009375733,0.0002683382,0.0001247491],"domain_scores_gemma":[0.9890162,0.002242938,0.006702112,0.0002479429,0.000912272,0.0008784885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001225846,0.00001372531,0.9979472,0.00001200674,0.00002185652,0.0001515529,0.00002867746,0.00003576856,0.0001452885,0.000003677926,0.00001589903,0.001501794],"study_design_scores_gemma":[0.000003085287,0.0001310854,0.9985816,0.000008568541,0.00002115541,0.0009203944,0.0000930129,0.00009730494,0.00009237554,0.00001114163,0.00003680151,0.000003475901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994419,0.000279312,0.00007008245,0.00001741038,0.000003421134,0.000004357118,0.00004373964,0.000001615724,0.0001380409],"genre_scores_gemma":[0.9998173,0.00005527262,0.0000353197,0.000004529215,0.00000678373,0.000002328343,0.00005981482,6.510917e-7,0.00001794853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001160909,"threshold_uncertainty_score":0.005319476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920114780629566,"score_gpt":0.2472735745495517,"score_spread":0.2280724267432561,"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."}}