{"id":"W3156492050","doi":"10.1016/j.joca.2021.02.466","title":"Associations between surgically-induced changes in knee loading and biochemical markers of knee inflammation","year":2021,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; High tibial osteotomy; Osteoarthritis; Synovitis; Knee Joint; Biomarker; Sagittal plane; Inflammation; Nuclear medicine; Internal medicine; Pathology; Surgery; Radiology; Arthritis","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":[0.0002524196,0.0002774966,0.0003303429,0.0003467197,0.0001684568,0.0004429068,0.0001496235,0.0002984861,0.001530153],"category_scores_gemma":[0.001011243,0.0001518393,0.000240586,0.0003030618,0.0003320875,0.0001991592,0.0003187128,0.0005542662,0.0001551543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002515552,"about_ca_system_score_gemma":0.0002552837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007376194,"about_ca_topic_score_gemma":0.001437501,"domain_scores_codex":[0.9996816,0.00007610022,0.00003799273,0.00005384952,0.0000737528,0.00007667207],"domain_scores_gemma":[0.9988417,0.0001586334,0.000670823,0.00007024793,0.00007762756,0.0001809241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00938711,0.001375116,0.8806328,0.0001806143,0.0003416694,0.0003370889,0.0002153372,0.0002995015,0.09252699,0.0001218344,0.0002102883,0.01437164],"study_design_scores_gemma":[0.000008358896,0.0009254878,0.9973184,0.000003413543,0.00002305794,0.0001055115,0.0001046481,0.0001057223,0.001284669,0.00002614799,0.00008852095,0.000005958983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991417,0.0002669989,0.00015836,0.00002889387,0.000009962693,0.000007060149,0.0001295871,0.000005222844,0.0002521978],"genre_scores_gemma":[0.9993976,0.00008811353,0.0001027274,0.00001239868,0.00000754796,0.000009998526,0.0001245959,0.000001711287,0.000255327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001530153,"threshold_uncertainty_score":0.005118847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375384029756071,"score_gpt":0.2407450487663005,"score_spread":0.2269912084687398,"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."}}