{"id":"W2790451854","doi":"10.1177/1941738118763913","title":"Effectiveness of Valgus Offloading Knee Braces in the Treatment of Medial Compartment Knee Osteoarthritis: A Systematic Review","year":2018,"lang":"en","type":"review","venue":"Sports Health A Multidisciplinary Approach","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Valgus; Medicine; Osteoarthritis; Physical therapy; Context (archaeology); Physical medicine and rehabilitation; Surgery; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003541011,0.0009724928,0.01029885,0.0005076665,0.0001533308,0.00001082446,0.0003131256,0.0002905904,0.0000227303],"category_scores_gemma":[0.0001536466,0.0005620481,0.001325539,0.001002649,0.0003749876,0.00009784598,0.0001190358,0.0003994015,0.00001784637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007018656,"about_ca_system_score_gemma":0.001284607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000643948,"about_ca_topic_score_gemma":0.00002708341,"domain_scores_codex":[0.9911036,0.002241078,0.003815227,0.0009399151,0.001150653,0.0007495511],"domain_scores_gemma":[0.9939712,0.001293746,0.002708811,0.001599924,0.0001302726,0.000296056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001723963,0.002470209,0.0005442451,0.9576241,0.000303541,0.0001119107,0.002656478,0.000001334408,1.397346e-7,0.00003107738,0.00001370004,0.03607089],"study_design_scores_gemma":[0.003224927,0.008225933,0.002097941,0.9778664,0.00328418,0.001029399,0.0005504584,0.00002351207,0.000001510661,0.000007469598,0.003246196,0.000442148],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003545469,0.9643783,0.00001035282,0.0000481088,0.0003464178,0.03128327,0.0001568766,0.00004729555,0.0001839226],"genre_scores_gemma":[0.005768289,0.9883838,0.0007561194,0.0000224695,0.0001397594,0.004221752,0.0005495677,0.0001031779,0.00005509914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03562875,"threshold_uncertainty_score":0.9996831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04669285671944062,"score_gpt":0.3682313622694282,"score_spread":0.3215385055499875,"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."}}