{"id":"W4285036410","doi":"10.1177/10225536221115273","title":"Functional outcomes of residual varus alignment versus mechanical alignment in total knee arthroplasty for varus osteoarthritis: A preferred reporting items for systematic reviews and meta-analyses-compliant meta-analysis","year":2022,"lang":"en","type":"review","venue":"Journal of orthopaedic surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; WOMAC; Meta-analysis; Osteoarthritis; Confidence interval; Oxford knee score; Cochrane Library; Total knee arthroplasty; Arthroplasty; MEDLINE; Physical therapy; Surgery; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.02272297,0.001306063,0.0332347,0.002486775,0.0002050392,0.00007213611,0.0001782147,0.0003743505,0.001003753],"category_scores_gemma":[0.02200968,0.0008028233,0.03397877,0.001315756,0.0001235033,0.0002636171,0.0002292957,0.0008981485,0.000003618097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005498263,"about_ca_system_score_gemma":0.001089149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000232151,"about_ca_topic_score_gemma":0.00004823992,"domain_scores_codex":[0.9760402,0.002444572,0.01716553,0.001043423,0.002525117,0.0007811744],"domain_scores_gemma":[0.9544648,0.02076282,0.02280259,0.001056292,0.0004311514,0.00048233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001347401,0.0008531199,0.0004506661,0.112221,0.8598869,0.0008365003,0.0001511126,0.0001191766,0.000004729108,0.00004337182,0.001921311,0.02216472],"study_design_scores_gemma":[0.00331986,0.001191486,0.0002270111,0.003734822,0.9180456,0.002069561,0.0003177578,0.00001949246,0.000003623434,0.0000179438,0.07042369,0.0006291223],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005279497,0.9880689,0.001086061,0.0002342333,0.001663788,0.007852322,0.0005304158,0.00002367875,0.00001265772],"genre_scores_gemma":[0.004246168,0.9778404,0.005986286,0.0002098389,0.0006018275,0.0088599,0.0006028673,0.0003212939,0.001331469],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1084862,"threshold_uncertainty_score":0.9999691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4077733329287321,"score_gpt":0.4151177492072599,"score_spread":0.007344416278527721,"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."}}