{"id":"W1592562861","doi":"10.1002/art.10906","title":"Preoperative predictors of locomotor ability two months after total knee arthroplasty for severe osteoarthritis","year":2003,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Centre for Interdisciplinary Research in Rehabilitation","funders":"Centre Hospitalier Universitaire de Québec","keywords":"Medicine; Gait; Osteoarthritis; Physical therapy; Arthroplasty; Cohort; Gait analysis; Knee replacement; Resampling; Linear regression; Physical medicine and rehabilitation; Total knee arthroplasty; Body mass index; Surgery; Internal medicine; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004367776,0.0003723174,0.0003016942,0.0003515587,0.0002861275,0.0002853917,0.0002060689,0.0005355694,0.001906603],"category_scores_gemma":[0.003831395,0.0001388152,0.000306999,0.0002793974,0.000225486,0.0002592813,0.0003257997,0.0006004339,0.0003166352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441279,"about_ca_system_score_gemma":0.0003118731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0021982,"about_ca_topic_score_gemma":0.004897589,"domain_scores_codex":[0.9997596,0.00005843068,0.00003156136,0.00002890968,0.00005204551,0.00006940728],"domain_scores_gemma":[0.9972045,0.0005271831,0.001364192,0.00007055387,0.0002313145,0.0006021601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000104155,0.00005217518,0.9988403,0.000005436048,0.00001381685,0.00005468335,0.00002731578,0.00002599966,0.0001139774,0.00000186318,0.00004540011,0.0007150475],"study_design_scores_gemma":[0.000004108328,0.0001915595,0.9995005,0.00000261789,0.0000060382,0.0001151219,0.00004786338,0.0000712437,0.00002724621,0.000003217684,0.0000287478,0.00000169236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996486,0.00008630403,0.00004105688,0.00002749109,0.000004499312,0.000005240636,0.00009034405,0.000002216785,0.00009430658],"genre_scores_gemma":[0.9995841,0.00003153548,0.00005345542,0.000007702804,0.000007787718,0.000006429983,0.0002072464,7.559235e-7,0.0001009577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0021982,"threshold_uncertainty_score":0.006378233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657335773442008,"score_gpt":0.3126548384934215,"score_spread":0.2960814807590014,"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."}}