{"id":"W4394928647","doi":"10.1016/j.joca.2024.02.233","title":"THE INTERPRETATION OF FREE-LIVING GAIT OUTCOMES IN TOTAL KNEE ARTHROPLASTY CANDIDATES BASED ON WEARABLE SENSOR DATA","year":2024,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Wearable computer; Total knee arthroplasty; Gait; Physical medicine and rehabilitation; Interpretation (philosophy); Medicine; Arthroplasty; Physical therapy; Computer science; Surgery; Embedded system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001371747,0.0006253866,0.0005427946,0.001973321,0.0003017454,0.001655143,0.0003559389,0.0005887524,0.001467137],"category_scores_gemma":[0.01010629,0.0001423824,0.0007349289,0.001593634,0.0003014171,0.0007131226,0.0008005007,0.0004739957,0.0004052188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002218204,"about_ca_system_score_gemma":0.0002950871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284506,"about_ca_topic_score_gemma":0.003059358,"domain_scores_codex":[0.9987908,0.0004182464,0.0002279566,0.0001642959,0.0002813732,0.0001172711],"domain_scores_gemma":[0.9956872,0.001146832,0.001938166,0.000232105,0.0007109258,0.000284705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004068504,0.000122144,0.9807879,0.000106767,0.0002237976,0.00007225491,0.0002083405,0.0003096006,0.0007206144,0.00008643856,0.0003557548,0.01659952],"study_design_scores_gemma":[0.00001301316,0.0004562939,0.9948586,0.00007096594,0.0001301183,0.0002873452,0.0005955544,0.002247305,0.0006021606,0.0002588558,0.0004573085,0.00002250352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937854,0.0004589045,0.001751347,0.0001754757,0.00006800515,0.00003484976,0.001704458,0.00002715666,0.001994436],"genre_scores_gemma":[0.9980397,0.0001542195,0.0006987667,0.00004146679,0.00003505216,0.0000284956,0.0007903696,0.000004775754,0.0002072456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001973321,"threshold_uncertainty_score":0.007254541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008967245009168583,"score_gpt":0.2454406892163394,"score_spread":0.2364734442071708,"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."}}