{"id":"W2942923076","doi":"10.2147/ceor.s195597","title":"<p>Electronic referral systems in health care: a scoping review</p>","year":2019,"lang":"en","type":"article","venue":"ClinicoEconomics and Outcomes Research","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Programs for Assessment of Technology in Health Research Institute; Impact; McMaster University","funders":"","keywords":"Referral; Workflow; Medicine; Psychological intervention; Economic evaluation; Cost effectiveness; Healthcare system; Health care; Quality (philosophy); Cost–benefit analysis; Electronic database; Family medicine; Operations management; Medical emergency; Nursing; Computer science; Risk analysis (engineering); Database; Engineering; Pathology","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":[0.02450402,0.001424546,0.003768185,0.02277384,0.001431891,0.006570773,0.002167301,0.004696464,0.01152398],"category_scores_gemma":[0.1102645,0.001220197,0.005159552,0.03122054,0.002133277,0.005383051,0.002942688,0.002633194,0.001525481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007862778,"about_ca_system_score_gemma":0.02682975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189594,"about_ca_topic_score_gemma":0.01563202,"domain_scores_codex":[0.981028,0.006557188,0.006156658,0.001297418,0.004314203,0.0006465022],"domain_scores_gemma":[0.841284,0.1266813,0.01640798,0.001890261,0.01272155,0.001014876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000142641,0.00005679376,0.000857147,0.7737172,0.001180506,0.0001188671,0.000545048,0.0002397688,0.000192436,0.001924461,0.01065523,0.21037],"study_design_scores_gemma":[0.00004059419,0.00007401741,0.001469268,0.96724,0.002633785,0.0001255484,0.00026971,0.0000911721,0.0001129457,0.0006162559,0.02730969,0.00001696953],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004622269,0.9953382,0.0002473898,0.001588874,0.0004311581,0.000343304,0.000213512,0.00001298074,0.001362445],"genre_scores_gemma":[0.005323225,0.9910991,0.00105287,0.0009292749,0.0003274307,0.0006775021,0.0002554326,0.00001069014,0.0003245055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02450402,"threshold_uncertainty_score":0.1295912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08609600033652381,"score_gpt":0.427272705291,"score_spread":0.3411767049544762,"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."}}