{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001308956,0.000292919,0.0005768817,0.0002106579,0.0006979537,0.0002314266,0.0004146017,0.0002038269,0.0000242327],"category_scores_gemma":[0.0001311474,0.0002108753,0.0001195205,0.0003317391,0.00005412072,0.0009889256,0.0002216525,0.0001311845,0.0001263381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004716715,"about_ca_system_score_gemma":0.0001024387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01319887,"about_ca_topic_score_gemma":0.001090099,"domain_scores_codex":[0.996792,0.0000548006,0.001074704,0.000757979,0.000313027,0.001007507],"domain_scores_gemma":[0.9980137,0.00006765588,0.0008950204,0.0006624795,0.0003179928,0.0000431332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001129195,0.00008252995,0.02775056,0.05617519,0.00007818479,0.00002634439,0.0007127661,0.000003197758,0.0001352318,0.3538734,0.03982591,0.5212237],"study_design_scores_gemma":[0.001288005,0.00004121602,0.004380895,0.0009226516,0.00001595631,0.000005202914,0.003246443,0.0002038154,0.00001158421,0.001343739,0.9881783,0.0003622295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.2876886,0.03524281,0.2591535,0.1127953,0.06833243,0.05011823,0.0008643467,0.01053817,0.1752665],"genre_scores_gemma":[0.9917093,0.00002962321,0.000844279,0.00165545,0.004578059,0.0004941737,0.00004711976,0.00006840321,0.0005735858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9483523,"threshold_uncertainty_score":0.9933723,"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."}}