{"id":"W4394809240","doi":"10.3899/jrheum.2023-1071","title":"Feasibility of Physiotherapist-Led Rheumatology Triage: A Randomized Study","year":2024,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"South Health Campus; Alberta Health Services; Health Sciences Centre; McGill University Health Centre; Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Institute of Musculoskeletal Health and Arthritis; Arthritis Society; Canadian Institutes of Health Research; QEII Foundation","keywords":"Triage; Medicine; Randomized controlled trial; Physical therapy; Referral; Rheumatology; Gold standard (test); Emergency medicine; Internal medicine; Medical emergency; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01723402,0.002174416,0.003722414,0.001094463,0.0008612711,0.001657609,0.001885538,0.004154963,0.006448814],"category_scores_gemma":[0.02538847,0.001663773,0.002706842,0.001022709,0.003519267,0.002252719,0.00142589,0.003217776,0.00101956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581896,"about_ca_system_score_gemma":0.003722053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000940003,"about_ca_topic_score_gemma":0.00103054,"domain_scores_codex":[0.9766719,0.01782068,0.001375347,0.001679682,0.001461251,0.0009910049],"domain_scores_gemma":[0.9701835,0.01726952,0.006856744,0.001863441,0.001007633,0.002819207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9563828,0.03185809,0.001435168,0.0004283102,0.0003601538,0.00003187481,0.00006619439,0.0003450648,0.000832225,0.00007405845,0.0001601357,0.008025942],"study_design_scores_gemma":[0.7190055,0.2778235,0.00164187,0.00003511053,0.0002646042,0.00001879172,0.00003259166,0.0006907311,0.0002115258,0.0001178553,0.0001430528,0.00001485555],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638615,0.001178037,0.002312605,0.0005308518,0.0008625712,0.02984653,0.0002848018,0.00008993338,0.001033046],"genre_scores_gemma":[0.963785,0.0007639945,0.006031016,0.0006827962,0.00106721,0.02675894,0.0001947716,0.00002059138,0.0006956359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01723402,"threshold_uncertainty_score":0.09114325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05114745868426111,"score_gpt":0.4515269477553521,"score_spread":0.4003794890710909,"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."}}