{"id":"W4319925501","doi":"10.1302/1358-992x.2023.2.076","title":"CEMENTED VERSUS UNCEMENTED KNEE JOINT ARTHROPLASTIES: FIVE-YEAR FOLLOW-UP COMPARING FUNCTIONAL OUTCOMES AND REVISION RATES","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Osteoarthritis; WOMAC; Body mass index; Cohort; Cohort study; Arthroplasty; Observational study; Propensity score matching; Comorbidity; Physical therapy; Surgery; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004406649,0.0004211553,0.0007240904,0.0004934728,0.0003423746,0.0001000462,0.00007482021,0.0001291057,0.0004132452],"category_scores_gemma":[0.0009959303,0.0003579297,0.0002296285,0.0008472944,0.0002316121,0.0003966158,0.0003070325,0.0003562365,0.0005456454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250848,"about_ca_system_score_gemma":0.00009554638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000247751,"about_ca_topic_score_gemma":0.00001606757,"domain_scores_codex":[0.9971898,0.00001353524,0.0006262758,0.0006672092,0.0008652827,0.0006379596],"domain_scores_gemma":[0.9987872,0.0001629981,0.0002158726,0.0001875985,0.000304819,0.0003415645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00207379,0.00008869765,0.9612932,0.000414445,0.0003836635,0.00003454238,0.0007159117,0.000007230764,0.00206586,0.001070877,0.02881003,0.00304172],"study_design_scores_gemma":[0.03421043,0.001375456,0.9190636,0.0008980513,0.0003798782,0.00007836065,0.005949675,0.002656485,0.0004353297,0.00006732568,0.03424805,0.000637303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921258,0.0001788017,0.00006946929,0.002041008,0.001630225,0.0006993132,0.00001287178,0.0007246594,0.002517858],"genre_scores_gemma":[0.9893329,0.0002369062,0.0003994524,0.0002935789,0.0002293974,0.00005311337,0.0001388913,0.00006883676,0.009246917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04222959,"threshold_uncertainty_score":0.9998873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0445572464637335,"score_gpt":0.2789700062252094,"score_spread":0.2344127597614759,"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."}}