{"id":"W3081948662","doi":"10.1186/s43019-020-00065-0","title":"Unicompartmental vs. segmental bicompartmental vs. total knee replacement: comparison of clinical outcomes","year":2020,"lang":"en","type":"article","venue":"Knee Surgery and Related Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Oxford knee score; Total knee replacement; WOMAC; Osteoarthritis; Knee replacement; Unicompartmental knee arthroplasty; Significant difference; Prospective cohort study; Surgery; Arthroplasty; Physical therapy; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002095356,0.0003948744,0.001959103,0.0004074996,0.0003797953,0.00005362239,0.0001257259,0.0003488908,0.001897032],"category_scores_gemma":[0.0007657172,0.0003141173,0.0006770944,0.0008128026,0.001093852,0.0002405137,0.0005002441,0.001820084,0.0006060189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009998159,"about_ca_system_score_gemma":0.0002848497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005770929,"about_ca_topic_score_gemma":0.000005335672,"domain_scores_codex":[0.9938994,0.0009310031,0.002066554,0.0008487143,0.001380257,0.000874041],"domain_scores_gemma":[0.9956639,0.002389852,0.0003224344,0.0005116165,0.0001539516,0.000958275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00441385,0.00142823,0.9734751,0.0002245959,0.001028576,0.0001908129,0.000966537,0.00001202642,0.0007145539,0.0001505416,0.01419249,0.003202672],"study_design_scores_gemma":[0.008588184,0.004147696,0.9678878,0.00026103,0.0001977627,0.0003179843,0.003245531,0.00221535,0.00329784,0.00001674768,0.009371279,0.0004528163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883915,0.0008936613,0.000002384101,0.005159569,0.0008946527,0.001011039,0.0000568141,0.0001256069,0.003464798],"genre_scores_gemma":[0.9961404,0.0001370286,0.0001491469,0.0003049468,0.0001324913,0.00002804279,0.000199013,0.0000599766,0.002848905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007748974,"threshold_uncertainty_score":0.9999311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249027392212257,"score_gpt":0.4182341096873152,"score_spread":0.2933313704660895,"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."}}