{"id":"W2102255819","doi":"10.12927/hcq.2013.20889","title":"Innovation in Managing the Referral Process at a Canadian Pediatric Hospital","year":2009,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Referral; Confidentiality; Triage; Medical emergency; Medicine; Ambulatory care; Health care; Ambulatory; Nursing; Family medicine; Computer science; Computer security","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":[0.01150138,0.0006608388,0.0003208386,0.003883473,0.01061252,0.005700953,0.004079928,0.002108488,0.004896587],"category_scores_gemma":[0.02608068,0.0005873268,0.0007065904,0.00478782,0.002185885,0.001588165,0.0036029,0.002224133,0.0009631054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08079629,"about_ca_system_score_gemma":0.1940063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.781554,"about_ca_topic_score_gemma":0.8504894,"domain_scores_codex":[0.9798788,0.004283623,0.001068486,0.001602314,0.008393484,0.004773421],"domain_scores_gemma":[0.9689921,0.003681862,0.003391091,0.001026481,0.01214999,0.01075851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005146803,0.001177402,0.1556814,0.0009531426,0.0001446914,0.009325565,0.02314297,0.01110239,0.007252051,0.007534362,0.07590642,0.707265],"study_design_scores_gemma":[0.0004505901,0.002699829,0.4202695,0.001796252,0.0003604899,0.009322816,0.06491226,0.04342641,0.00962186,0.005668527,0.4400841,0.001387411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7804525,0.004575908,0.02865783,0.08829514,0.001733468,0.003498891,0.0007814116,0.003080243,0.08892468],"genre_scores_gemma":[0.8984652,0.003434412,0.06595263,0.00546737,0.0005977284,0.0004618548,0.0005848199,0.0001992282,0.02483676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.218446,"threshold_uncertainty_score":0.5862209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722596084190132,"score_gpt":0.2683856332284298,"score_spread":0.2511596723865285,"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."}}