{"id":"W3131910902","doi":"10.2991/dsahmj.k.210203.001","title":"Comparing the Sub-Vastus and Medial Parapatellar Approaches in Total Knee Arthroplasty: A Meta-Analysis of Short-Term Outcomes","year":2021,"lang":"en","type":"article","venue":"Dr Sulaiman Al Habib Medical Journal","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Meta-analysis; Medicine; Total knee arthroplasty; Term (time); Arthroplasty; Physical medicine and rehabilitation; Surgery; Physical therapy; Internal 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001975596,0.0004178057,0.002696526,0.0006163444,0.0002115727,0.0000911222,0.0001763619,0.0002109121,0.0009834998],"category_scores_gemma":[0.001112428,0.0002548413,0.001515808,0.001115228,0.0008399322,0.0001738689,0.0003035883,0.001496807,0.00001039282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007135329,"about_ca_system_score_gemma":0.0003798674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002580987,"about_ca_topic_score_gemma":0.001001356,"domain_scores_codex":[0.9948068,0.0005565683,0.001400577,0.0005055259,0.002088502,0.0006420612],"domain_scores_gemma":[0.9972124,0.001114047,0.0002671103,0.0004952924,0.000149537,0.0007616683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000171248,0.0004863028,0.9475694,0.00005149239,0.04300494,0.002033658,0.001243962,0.0001308784,0.0002091285,0.0001732349,0.0002105368,0.004715227],"study_design_scores_gemma":[0.002661854,0.0001881817,0.9494168,0.0000477837,0.03840307,0.002996101,0.001082271,0.00428928,0.0003018313,0.00004749135,0.0002940311,0.0002713208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817077,0.005114134,0.0003065755,0.01197455,0.0003648164,0.0002397311,0.00001336438,0.00002637382,0.0002527585],"genre_scores_gemma":[0.998077,0.0003748695,0.0004021289,0.000816046,0.0001522323,0.00001548968,0.00002777824,0.00003500411,0.00009938701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01636937,"threshold_uncertainty_score":0.9999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049009280964449,"score_gpt":0.3127924301593886,"score_spread":0.2078915020629437,"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."}}