{"id":"W4409713177","doi":"10.1016/j.joca.2025.02.737","title":"OSTEOARTHRITIS CARE RECEIVED BY PEOPLE WITH KNEE OSTEOARTHRITIS PRIOR TO HOSPITAL-BASED ORTHOPAEDIC ASSESSMENT IN MULTICULTURAL AUSTRALIA","year":2025,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Osteoarthritis; Medicine; Physical therapy; Multiculturalism; Orthopedic surgery; Psychology; Alternative medicine; Surgery; Pathology","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":[0.0006078853,0.000159099,0.0004023899,0.0005611412,0.001988956,0.001311752,0.0004311214,0.000625123,0.001815067],"category_scores_gemma":[0.004498318,0.0004036462,0.0004334649,0.0007969206,0.000548844,0.00101698,0.002155047,0.001060604,0.0001765932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002718806,"about_ca_system_score_gemma":0.003736288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2982623,"about_ca_topic_score_gemma":0.4109121,"domain_scores_codex":[0.9985932,0.0003558422,0.0001795977,0.0001306641,0.0001932029,0.0005475278],"domain_scores_gemma":[0.9970369,0.0002455815,0.0008887411,0.0000419479,0.0004974199,0.001289452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001305764,0.0002300686,0.9614388,0.0001027146,0.00004962432,0.0008131871,0.02899574,0.00003812947,0.0002427051,0.00006538739,0.0005695271,0.007323481],"study_design_scores_gemma":[0.000008173416,0.0001774764,0.9559919,0.00009255226,0.00001716943,0.0002884673,0.04284744,0.00006753064,0.00002640024,0.00003098647,0.0004383572,0.00001361989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988332,0.0001664167,0.000009967544,0.000255507,0.00001044139,0.00001214473,0.00004662296,7.263041e-7,0.0006648921],"genre_scores_gemma":[0.9992986,0.0001505189,0.00003011598,0.0001705692,0.000006804683,0.000009406416,0.00003255063,6.4275e-7,0.0003007817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2982623,"threshold_uncertainty_score":0.5930524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00384702536767739,"score_gpt":0.2539402182609318,"score_spread":0.2500931928932544,"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."}}