{"id":"W2753262462","doi":"10.1016/j.otsr.2017.09.003","title":"Redefining knee replacement","year":2017,"lang":"en","type":"editorial","venue":"Orthopaedics & Traumatology Surgery & Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Total knee replacement; Knee replacement; Medicine; Physical medicine and rehabilitation; Arthroplasty; Surgery","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0115371,0.0009214011,0.003174371,0.00223501,0.001356949,0.000253976,0.0007418201,0.003172187,0.0009885306],"category_scores_gemma":[0.02488658,0.0008788672,0.001183597,0.0005840813,0.002232383,0.0002379878,0.0008802003,0.007654733,0.001685915],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005345882,"about_ca_system_score_gemma":0.006842229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005810736,"about_ca_topic_score_gemma":0.0004122555,"domain_scores_codex":[0.9870011,0.00117818,0.00175325,0.002035116,0.00528677,0.002745613],"domain_scores_gemma":[0.9787497,0.01393985,0.0007913511,0.003733204,0.001833134,0.0009527714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00136791,0.0002641556,0.1046219,0.0008842305,0.0005928177,0.003606437,0.0001936225,2.846389e-7,0.00000769396,0.0001234332,0.8717628,0.01657479],"study_design_scores_gemma":[0.001995081,0.0005458167,0.005616854,0.001385673,0.000203308,0.0005581514,0.0002314523,0.00001075649,0.00002213379,0.00009543135,0.9886976,0.0006377559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.03383313,0.00444241,0.0000136401,0.003991835,0.9326588,0.00145935,0.0002662515,0.000475968,0.02285864],"genre_scores_gemma":[0.04894612,0.007053652,0.0006562739,0.000246738,0.8682039,0.0008521403,0.004598222,0.000815208,0.06862774],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1169349,"threshold_uncertainty_score":0.9999431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08273986399148103,"score_gpt":0.3931034760274055,"score_spread":0.3103636120359244,"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."}}