{"id":"W2968378850","doi":"10.1089/tmj.2019.0014","title":"Effective Integration of an eConsult Service into an Existing Referral Workflow Within a Primary Care Clinic","year":2019,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Champlain Regional College; Bruyère; University of Ottawa","funders":"Champlain Local Health Integration Network","keywords":"Referral; Delegate; Medicine; Interquartile range; Family medicine; Primary care; Service provider; Service (business); Nursing; Business; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0238454,0.000601503,0.000571924,0.001751814,0.002023573,0.005789791,0.002290351,0.001033556,0.003549142],"category_scores_gemma":[0.07414971,0.0006143806,0.0009544184,0.001909235,0.001663739,0.003304696,0.005860411,0.001479154,0.0009369748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007229864,"about_ca_system_score_gemma":0.02126864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01304868,"about_ca_topic_score_gemma":0.01793226,"domain_scores_codex":[0.9459983,0.03315252,0.003184858,0.002939204,0.01068656,0.00403843],"domain_scores_gemma":[0.9183225,0.02971893,0.02186445,0.008308354,0.009010909,0.01277493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003773804,0.003351309,0.6146963,0.0009005357,0.0002263478,0.0006638326,0.007069822,0.002426493,0.001938574,0.0007806006,0.007243969,0.3603249],"study_design_scores_gemma":[0.0003159072,0.005676293,0.935835,0.001609686,0.0002426015,0.002034951,0.01445138,0.01379251,0.001786208,0.001220178,0.02289441,0.0001409613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645475,0.0008893075,0.01053338,0.008358559,0.0001187762,0.001356128,0.0003704093,0.00089617,0.01292971],"genre_scores_gemma":[0.9805813,0.0003863507,0.01648596,0.001119185,0.0001262534,0.0003556095,0.0002477157,0.00004385689,0.0006537641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0238454,"threshold_uncertainty_score":0.1261081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04447805709238666,"score_gpt":0.3366008074940595,"score_spread":0.2921227504016728,"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."}}