{"id":"W4389816338","doi":"10.1089/tmj.2023.0444","title":"Improving Access to Specialty Pediatric Care: Innovative Referral and eConsult Technology in a Specialized Acute Care Hospital","year":2023,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Specialty; Referral; Audit; Family medicine; Medical emergency; Telemedicine; Health care","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":[0.001957072,0.0001983733,0.0001358097,0.001049203,0.001006542,0.001590939,0.0009348976,0.0004722026,0.002096989],"category_scores_gemma":[0.006524542,0.0002030251,0.0002083431,0.002515071,0.0009398422,0.0009471867,0.001650173,0.0006262512,0.0001302635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01082175,"about_ca_system_score_gemma":0.01663097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2362268,"about_ca_topic_score_gemma":0.4617709,"domain_scores_codex":[0.9976825,0.0005791897,0.0002233135,0.0001439663,0.0006072492,0.0007636998],"domain_scores_gemma":[0.99437,0.0006900777,0.002306677,0.0001270008,0.0006887921,0.001817428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004224912,0.0001510165,0.9656553,0.0001971844,0.00001591643,0.0003858858,0.001644338,0.0002578737,0.0003767979,0.0001915441,0.001888639,0.02919323],"study_design_scores_gemma":[0.000008421795,0.0001528579,0.9939713,0.0001263579,0.000009543619,0.0002560901,0.003632501,0.0004281289,0.00009931088,0.00004953089,0.001260065,0.000005934126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914124,0.0009148808,0.0002783058,0.004244889,0.00001900263,0.00009368205,0.0002352984,0.00002130122,0.002780233],"genre_scores_gemma":[0.9972436,0.001007377,0.0009959742,0.0003423047,0.00003075122,0.00002648694,0.0001528202,0.000001961659,0.0001986879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2362268,"threshold_uncertainty_score":0.4697036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02776881369684724,"score_gpt":0.3254364181930302,"score_spread":0.297667604496183,"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."}}