{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007689008,0.0003715429,0.0008884029,0.001602645,0.0002254751,0.0001049135,0.001496868,0.0001807519,0.0001857072],"category_scores_gemma":[0.0004563994,0.0003190415,0.0001261274,0.0005795603,0.0003021056,0.0007430305,0.0002082147,0.001104966,0.00002809961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001517128,"about_ca_system_score_gemma":0.00251167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9368491,"about_ca_topic_score_gemma":0.9996131,"domain_scores_codex":[0.9958623,0.0003088491,0.001351421,0.0004459,0.0002945505,0.001736988],"domain_scores_gemma":[0.9978102,0.00008385652,0.0008489087,0.0004388596,0.0005684942,0.0002496246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001109702,0.0000551103,0.9729244,0.00004883083,0.00004770832,0.00442171,0.0002044321,0.0002333296,0.00000368639,0.000314295,0.01881122,0.001825636],"study_design_scores_gemma":[0.001954634,0.001161636,0.8192443,0.00009200123,0.00003215624,0.002879015,0.001613663,0.00006422987,0.000001115539,0.00006486425,0.1727557,0.00013671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443212,0.000141796,0.00005337934,0.05202664,0.001783647,0.0007625673,0.00001805497,0.00001822998,0.0008745241],"genre_scores_gemma":[0.9737744,0.00002325146,0.0001788827,0.02486228,0.00101649,0.00006849375,0.00001299442,0.00004350227,0.00001972713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1539444,"threshold_uncertainty_score":0.9999261,"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."}}