{"id":"W4412706545","doi":"10.7326/annals-25-00920","title":"High Tibial Osteotomy for Medial Compartment Knee Osteoarthritis","year":2025,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; London Health Sciences Centre; Hamilton Health Sciences; Dalhousie University; Fowler Kennedy Sport Medicine Clinic; Western University","funders":"","keywords":"Medicine; Osteoarthritis; High tibial osteotomy; Compartment (ship); Osteotomy; Knee Joint; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005009326,0.0003709642,0.0007894175,0.0003131978,0.0002147865,0.0001808401,0.0002228813,0.000291214,0.002535051],"category_scores_gemma":[0.000619696,0.0001615507,0.0005073737,0.0002498406,0.0003628928,0.0002034718,0.0002383751,0.0004162256,0.0002237278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002390205,"about_ca_system_score_gemma":0.0006253499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003946527,"about_ca_topic_score_gemma":0.001285382,"domain_scores_codex":[0.999726,0.00008252265,0.00003984104,0.0000446586,0.00007223921,0.00003480285],"domain_scores_gemma":[0.9996643,0.00008736872,0.0001350814,0.00001971886,0.00001984134,0.00007369501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.48492,0.02317129,0.02778922,0.007659505,0.00209464,0.0008304634,0.0001998699,0.0009950537,0.0436742,0.0004905866,0.00165217,0.406523],"study_design_scores_gemma":[0.2456719,0.6220882,0.1119657,0.0006711357,0.001390212,0.004079932,0.0002080288,0.001346766,0.008103301,0.0004760442,0.003954065,0.00004480228],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911638,0.006105169,0.00063425,0.0001425373,0.0001005235,0.000734598,0.0001001262,0.00002356516,0.0009954183],"genre_scores_gemma":[0.9950333,0.002934448,0.0008641008,0.0001777545,0.0001276072,0.000382709,0.0001148592,0.000002016617,0.0003632268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002535051,"threshold_uncertainty_score":0.008480549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083576358857304,"score_gpt":0.3392772522991814,"score_spread":0.3084414887106083,"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."}}