{"id":"W1784279213","doi":"","title":"Triage of referrals to an outpatient rheumatology clinic: analysis of referral information and triage.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Triage; Referral; Medicine; Population; Family medicine; Medical emergency; Emergency medicine; Pediatrics","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":[0.007116538,0.0002962018,0.0003875875,0.003933776,0.0005390602,0.001072126,0.0005850445,0.0005385297,0.001120986],"category_scores_gemma":[0.05712117,0.0002318842,0.0004016916,0.003076693,0.0004349503,0.0009687855,0.001072343,0.0005831867,0.0003595558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486545,"about_ca_system_score_gemma":0.001406201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003296318,"about_ca_topic_score_gemma":0.003948239,"domain_scores_codex":[0.988936,0.00546558,0.001769577,0.000603348,0.002781834,0.0004436975],"domain_scores_gemma":[0.9550487,0.02041953,0.01532712,0.001377482,0.006274493,0.001552615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000341061,0.0001474307,0.9793385,0.000124349,0.00005962058,0.0003336541,0.001103607,0.00020808,0.0006953418,0.00003514067,0.0005280341,0.01708522],"study_design_scores_gemma":[0.00001770776,0.000443465,0.9934183,0.00004402284,0.00003611425,0.0007476702,0.001289496,0.003009932,0.0004050941,0.00006256114,0.0005107788,0.00001481179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961833,0.0002641311,0.001734757,0.0002163309,0.00001671212,0.0002540892,0.0004123897,0.00005974064,0.000858373],"genre_scores_gemma":[0.9968399,0.0000599198,0.002453753,0.00003759285,0.00001288147,0.00007837458,0.0004049036,0.000006756887,0.0001060327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007116538,"threshold_uncertainty_score":0.03763634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08909963720141317,"score_gpt":0.2858148576375689,"score_spread":0.1967152204361557,"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."}}