{"id":"W4416209130","doi":"10.1302/1358-992x.2025.13.108","title":"KNEE OSTEOARTHRITIS (OA) EDUCATION SESSION: A COMMUNITY HOSPITAL'S EFFORT TO IMPROVE ACCESS TO CARE FOR PATIENTS REFERRED TO THE HIP AND KNEE RAPID ACCESS CLINIC","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queensway-Carleton Hospital","funders":"","keywords":"Primary care; Referral; Osteoarthritis; Patient education; MEDLINE; Physical examination; Class (philosophy)","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":[0.003576399,0.0007512086,0.0005215871,0.0007258606,0.005927795,0.002253696,0.001934443,0.003127986,0.03215409],"category_scores_gemma":[0.003153759,0.0007178566,0.0007989663,0.0004495121,0.001253707,0.001877435,0.007239584,0.005735166,0.003751523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003498057,"about_ca_system_score_gemma":0.02607104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01197654,"about_ca_topic_score_gemma":0.06413192,"domain_scores_codex":[0.9984635,0.0004104183,0.00007514068,0.0001377389,0.0002624411,0.0006508104],"domain_scores_gemma":[0.9794264,0.000653854,0.000667634,0.0002297239,0.0009950227,0.0180274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000725041,0.01733853,0.03632174,0.001726653,0.00008161443,0.006287328,0.006357115,0.0007089354,0.009797554,0.001042393,0.5987372,0.3208759],"study_design_scores_gemma":[0.002884909,0.01540452,0.3819823,0.002024952,0.0001358146,0.004419417,0.02597845,0.002252581,0.002629684,0.001935265,0.5599341,0.0004179536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5038877,0.002610643,0.006704411,0.332506,0.01125436,0.01809461,0.002117241,0.003355738,0.1194692],"genre_scores_gemma":[0.6084366,0.00402198,0.04882612,0.1755108,0.008621925,0.009187642,0.002351084,0.0004984026,0.1425454],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03215409,"threshold_uncertainty_score":0.1075661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603323481507026,"score_gpt":0.3203095460540736,"score_spread":0.3042763112390033,"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."}}