{"id":"W2293132371","doi":"10.1057/hs.2015.20","title":"Improving accessibility through referral management: setting targets for specialist care","year":2016,"lang":"en","type":"article","venue":"Health Systems","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University; Athabasca University","funders":"Canada Research Chairs; Alberta Health Services","keywords":"Referral; Medicine; Specialty; Stage (stratigraphy); Nursing; Family medicine","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":[0.002345775,0.0005406847,0.0006330443,0.001007591,0.0003694984,0.002048742,0.000854079,0.001026359,0.002614404],"category_scores_gemma":[0.01199941,0.0002854267,0.000420933,0.001108138,0.0005234662,0.00159333,0.001481021,0.0006258261,0.0002840003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002921509,"about_ca_system_score_gemma":0.004381278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00688162,"about_ca_topic_score_gemma":0.006555384,"domain_scores_codex":[0.9972757,0.001605408,0.00007593632,0.0001864105,0.0003711715,0.0004853873],"domain_scores_gemma":[0.9967063,0.001625223,0.000782171,0.0001086913,0.0004353097,0.0003423344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004967735,0.0005714191,0.02875653,0.0004231271,0.0001311194,0.000432851,0.0004529088,0.7882003,0.003950813,0.0572194,0.00425203,0.1151127],"study_design_scores_gemma":[0.0001595644,0.0009206627,0.01667707,0.0001558687,0.0001014511,0.0003959028,0.001191157,0.9158893,0.001951616,0.05882214,0.003678995,0.0000563178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6825688,0.002127323,0.2839369,0.006268192,0.0001031508,0.0004456798,0.0002745259,0.0004373235,0.02383804],"genre_scores_gemma":[0.9830383,0.0004335159,0.01549571,0.0001257662,0.00002181336,0.00006243412,0.00004588026,0.00001900023,0.0007576665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00688162,"threshold_uncertainty_score":0.02119714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04478468079536017,"score_gpt":0.3238292634341708,"score_spread":0.2790445826388107,"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."}}