{"id":"W2060444984","doi":"10.1016/j.ijporl.2015.01.031","title":"The effectiveness of nurse-led outpatient referral triage decision making in pediatric otolaryngology","year":2015,"lang":"en","type":"article","venue":"International Journal of Pediatric Otorhinolaryngology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Triage; Referral; Otorhinolaryngology; Emergency medicine; Family medicine; Cohen's kappa; Medical emergency; Nursing; Surgery","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":[0.002643645,0.0002146426,0.0003423675,0.0003826558,0.0004798588,0.001034805,0.0007619576,0.0005913546,0.001939806],"category_scores_gemma":[0.02885939,0.000186652,0.0003344536,0.0003227656,0.0002406739,0.0007862572,0.0007954888,0.0008068359,0.000224073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703309,"about_ca_system_score_gemma":0.003255376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030203,"about_ca_topic_score_gemma":0.01534575,"domain_scores_codex":[0.9970145,0.001682545,0.0002270726,0.0002243094,0.0005630843,0.000288324],"domain_scores_gemma":[0.9823406,0.0117731,0.002312228,0.0004060156,0.001321998,0.001846113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007342776,0.00860757,0.7005746,0.0002909451,0.0003075477,0.0009437532,0.002950637,0.01198272,0.001227033,0.0004263209,0.003722341,0.2616237],"study_design_scores_gemma":[0.0008473576,0.008501684,0.8980169,0.0003715014,0.0003550313,0.001059343,0.008218305,0.07568341,0.002972446,0.001070464,0.002772008,0.000131689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982107,0.0001266058,0.0001803701,0.0003137268,0.0000322532,0.00002999642,0.0000498498,0.00001343293,0.001043106],"genre_scores_gemma":[0.998947,0.00007659483,0.0006298167,0.00007448021,0.00001621968,0.00002181021,0.00006541919,0.000002943222,0.0001658121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01030203,"threshold_uncertainty_score":0.02048415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254481893550543,"score_gpt":0.3022558875827052,"score_spread":0.2797110686471997,"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."}}