{"id":"W2112929545","doi":"10.1155/2008/292948","title":"Access to Specialist Gastroenterology Care in Canada: The Practice Audit in Gastroenterology (PAGE) Wait Times Program","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Credit Valley Hospital; Canadian Association of Gastroenterology; McGill University; McMaster University","funders":"","keywords":"Audit; Medicine; Internal medicine; Gastroenterology; Family medicine; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001446921,0.0001901918,0.0002181555,0.001233552,0.001700199,0.001071075,0.0007596257,0.0002983476,0.001442581],"category_scores_gemma":[0.008015072,0.0002592168,0.000240936,0.004203225,0.0005501701,0.0004837831,0.001136895,0.0005322562,0.0001639502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0306027,"about_ca_system_score_gemma":0.08056878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865781,"about_ca_topic_score_gemma":0.9924569,"domain_scores_codex":[0.997891,0.0001907108,0.000162611,0.0001587989,0.001146288,0.0004506492],"domain_scores_gemma":[0.9856927,0.0010791,0.002672381,0.0002623044,0.00647547,0.003817921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000147875,0.00008236357,0.9431305,0.0002726059,0.00003071137,0.0001688607,0.001727668,0.0002476157,0.0002879092,0.000150569,0.01483417,0.03891917],"study_design_scores_gemma":[0.00001026933,0.000043155,0.996006,0.0000715004,0.000009851979,0.00006127488,0.0007342034,0.0003137539,0.00006515068,0.00001636212,0.00266022,0.000008354729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728709,0.002330035,0.0004089978,0.004590023,0.00006334395,0.000285111,0.01087209,0.0001245053,0.008454976],"genre_scores_gemma":[0.9928995,0.001140816,0.001220497,0.0005940303,0.00002233843,0.00008265532,0.002489759,0.00001433882,0.001536101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0306027,"threshold_uncertainty_score":0.2220392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176440471586926,"score_gpt":0.2487377683438145,"score_spread":0.2310937211851219,"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."}}