{"id":"W4406786542","doi":"10.1002/msc.70055","title":"A Comparative Study of Risk Factors for Falls in Total Hip and Knee Arthroplasty Patients and Community‐Dwelling Older Adults","year":2025,"lang":"en","type":"article","venue":"Musculoskeletal Care","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Physical therapy; Arthroplasty; Falls in older adults; Total knee arthroplasty; Hip arthroplasty; Physical medicine and rehabilitation; Human factors and ergonomics; Poison control; Surgery; Emergency medicine","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":[0.0006744466,0.0002635829,0.0004940694,0.0009820575,0.0004692587,0.000461243,0.0002114851,0.0005876508,0.001440021],"category_scores_gemma":[0.002280087,0.0003289388,0.0004900115,0.001045528,0.000206086,0.0005533825,0.0003719646,0.0003357417,0.0002374378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188317,"about_ca_system_score_gemma":0.0003413058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004032384,"about_ca_topic_score_gemma":0.005564925,"domain_scores_codex":[0.9995649,0.0001105392,0.00006886366,0.00007674739,0.0001141112,0.0000647003],"domain_scores_gemma":[0.9990757,0.0001619049,0.0002987363,0.00004511396,0.0001541349,0.0002644476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003652631,0.0002655855,0.9972985,0.00002491648,0.0001084457,0.0001083708,0.0003748403,0.00001224711,0.000255736,0.000007292477,0.00003619323,0.001142634],"study_design_scores_gemma":[0.0000326887,0.000929975,0.9982064,0.00000473714,0.00002822124,0.0002155122,0.0004499409,0.00003071372,0.00001789439,0.000005395454,0.00007590151,0.0000026893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997362,0.00007761546,0.00001841117,0.000006437712,0.000003139921,0.0000101126,0.00005211954,5.968575e-7,0.00009538802],"genre_scores_gemma":[0.9995241,0.00009362529,0.00005229607,0.00002213863,0.00001142951,0.00002282583,0.0001814472,5.106963e-7,0.00009157123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004032384,"threshold_uncertainty_score":0.008017778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218993698466866,"score_gpt":0.2852548829088635,"score_spread":0.2730649459241948,"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."}}