{"id":"W2791664647","doi":"10.1093/jcag/gwy009.210","title":"A210 THE IMPACT OF IBD REFERRAL QUALITY ON WAIT TIMES","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Referral; Triage; Family medicine; Cohort; Health care; Emergency medicine; Medical emergency; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004300335,0.0002200107,0.000412266,0.001048825,0.0008754689,0.001824076,0.0008117793,0.0006072269,0.007014761],"category_scores_gemma":[0.03222387,0.0003207563,0.001195221,0.001837768,0.0005503058,0.0009852899,0.0008709241,0.001335908,0.0004778782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005726461,"about_ca_system_score_gemma":0.004884662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1555072,"about_ca_topic_score_gemma":0.1720543,"domain_scores_codex":[0.9939864,0.001778245,0.0006657851,0.0007693836,0.001358956,0.001441129],"domain_scores_gemma":[0.9563673,0.01702967,0.01727403,0.00121178,0.003606262,0.004510971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003757125,0.00007910197,0.9922709,0.00006887149,0.0001088077,0.00006458442,0.000419078,0.0001552503,0.0001123041,0.00007920583,0.0005734096,0.005692635],"study_design_scores_gemma":[0.00001001662,0.0001451277,0.9983646,0.00005390253,0.0000482384,0.00006397556,0.0004327464,0.0004130919,0.00005757276,0.00003780015,0.0003652315,0.000007656751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937338,0.001500537,0.0002830063,0.00105646,0.00004416021,0.00003760169,0.001247707,0.00001452076,0.002082107],"genre_scores_gemma":[0.9988936,0.0001423817,0.0001625377,0.0001113849,0.0000205515,0.00001657642,0.0003091202,0.000006522902,0.0003372937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1555072,"threshold_uncertainty_score":0.3092042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538466332945848,"score_gpt":0.2898304373184217,"score_spread":0.2644457739889632,"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."}}