{"id":"W4409706763","doi":"10.1177/21514593251335882","title":"Biopsychosocial Determinants for Total Knee Replacement Decisions Among Older Adults With Chronic Knee Osteoarthritis: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Geriatric Orthopaedic Surgery & Rehabilitation","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopsychosocial model; Medicine; Anxiety; Worry; Social support; WOMAC; Osteoarthritis; Social determinants of health; Coping (psychology); Gerontology; Population; Physical therapy; Public health; Clinical psychology; Psychiatry; Psychology; Alternative medicine; Nursing","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002515461,0.001163681,0.00525369,0.001402374,0.0004235451,0.00007323597,0.000147964,0.0006293769,0.0002593988],"category_scores_gemma":[0.01101488,0.0009612145,0.003161421,0.002498314,0.0002895728,0.0003593255,0.0001398298,0.0006471013,0.00006372343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008446274,"about_ca_system_score_gemma":0.005235106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002904371,"about_ca_topic_score_gemma":0.0002222055,"domain_scores_codex":[0.9918572,0.0007442591,0.003409476,0.001829815,0.001092382,0.001066914],"domain_scores_gemma":[0.9805216,0.01535126,0.001759246,0.001384146,0.0005748326,0.0004089794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002962409,0.0001554457,0.004684666,0.2657472,0.0001629734,0.0000327709,0.0000846813,2.34328e-7,2.915175e-8,0.000001075337,0.001179891,0.7276548],"study_design_scores_gemma":[0.003962321,0.003394353,0.007090492,0.9337988,0.003887731,0.000277353,0.00009777056,0.000003257909,1.266121e-7,0.0000032619,0.04653125,0.0009532887],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006705398,0.9655899,0.0001850393,0.0001546559,0.002725819,0.02413041,0.0001944024,0.0002676686,0.00004665674],"genre_scores_gemma":[0.0003689485,0.9845945,0.001694677,0.00008622707,0.0008247755,0.01073156,0.0007674011,0.0002019588,0.0007299022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7267015,"threshold_uncertainty_score":0.9992839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013608866499667,"score_gpt":0.3112308750360407,"score_spread":0.2976220085363737,"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."}}