{"id":"W2552424598","doi":"10.1177/2333721416677195","title":"Improving Access to Specialist Care for an Aging Population","year":2016,"lang":"en","type":"article","venue":"Gerontology and Geriatric Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Medicine; Referral; Population; Primary care; Family medicine; Gerontology; Environmental health","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":[0.001252082,0.0001302672,0.0001505887,0.001114217,0.0004184272,0.0007695004,0.0003042995,0.0003755365,0.00668614],"category_scores_gemma":[0.00885668,0.00008629433,0.0002105863,0.0008785529,0.000288355,0.0006695343,0.001277681,0.0003107515,0.0003860487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008998,"about_ca_system_score_gemma":0.001604548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008121681,"about_ca_topic_score_gemma":0.01729251,"domain_scores_codex":[0.999028,0.0003009796,0.00008602767,0.00006681924,0.0002507776,0.0002674552],"domain_scores_gemma":[0.9950045,0.0007732996,0.002490747,0.0001239751,0.0005432614,0.001064263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000478656,0.0002013834,0.9550456,0.00007142789,0.00002281623,0.0002209904,0.0004405712,0.00009967431,0.0002795774,0.0001562569,0.003810787,0.03960305],"study_design_scores_gemma":[0.00001425806,0.0002142338,0.9946396,0.00007214574,0.00001043721,0.0004571189,0.001128988,0.0001893236,0.0000872981,0.0000871852,0.003095406,0.000003915844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912027,0.0007338551,0.0001624995,0.002571912,0.00003161274,0.00003520174,0.000333984,0.00002089484,0.004907208],"genre_scores_gemma":[0.9977792,0.0004289019,0.0002855836,0.0004627079,0.000117671,0.00001378452,0.0002838166,0.000002193828,0.0006262545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008121681,"threshold_uncertainty_score":0.02236742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04908951891829414,"score_gpt":0.3312996113125215,"score_spread":0.2822100923942273,"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."}}