{"id":"W2443792391","doi":"10.1002/acr.22845","title":"Improving Appropriate Access to Care With Central Referral and Triage in Rheumatology","year":2016,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Toronto; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Referral; Medicine; Triage; Audit; Rheumatology; Emergency medicine; Population; Medical emergency; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01811897,0.0005206919,0.0008046342,0.001464109,0.001011296,0.003604332,0.001934626,0.001262896,0.004751412],"category_scores_gemma":[0.05525605,0.0004596436,0.0007697435,0.001876104,0.001050076,0.003169307,0.006614713,0.001450257,0.0003792771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00625422,"about_ca_system_score_gemma":0.01936892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01543308,"about_ca_topic_score_gemma":0.02422658,"domain_scores_codex":[0.9675741,0.01575799,0.002468249,0.002122716,0.00927901,0.002797922],"domain_scores_gemma":[0.9491134,0.01250092,0.02156688,0.002958208,0.00594226,0.007918341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001766441,0.008861896,0.5167591,0.001884293,0.0004827079,0.0002981728,0.002367174,0.007051003,0.002996951,0.0007906484,0.008743226,0.4479984],"study_design_scores_gemma":[0.001364349,0.009327852,0.9727084,0.0008816887,0.0002285486,0.0005039681,0.001575519,0.006862369,0.001374349,0.0005154285,0.004577625,0.00008003737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718475,0.002890807,0.007565237,0.00857788,0.0001834758,0.001368282,0.000451979,0.0004729838,0.006641897],"genre_scores_gemma":[0.9855569,0.0007277751,0.01122909,0.0008926962,0.0003374536,0.0005138837,0.0002360461,0.00002126237,0.0004848527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01811897,"threshold_uncertainty_score":0.09582341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04710706962700294,"score_gpt":0.3315866402110086,"score_spread":0.2844795705840056,"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."}}