{"id":"W2141400631","doi":"10.1155/2008/479684","title":"Access to Specialist Gastroenterology Care in Canada: Comparison of Wait Times and Consensus Targets","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Gastroenterology; McGill University; Queen's University; McMaster University; Credit Valley Hospital; Dalhousie University","funders":"Canadian Association of Gastroenterology","keywords":"Medicine; Referral; Internal medicine; Anemia; Colorectal cancer; Gastroenterology; Diarrhea; Fecal occult blood; Cancer; Pediatrics; Colonoscopy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001171291,0.0001447557,0.0007594685,0.0004033414,0.0000550376,0.000006988965,0.0002154642,0.00005646739,0.0001133394],"category_scores_gemma":[0.0001124011,0.0001418931,0.00005978591,0.0001073069,0.0002150768,0.00005195204,0.00003281486,0.0003041844,7.900422e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007301325,"about_ca_system_score_gemma":0.003170464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7734961,"about_ca_topic_score_gemma":0.9974501,"domain_scores_codex":[0.9983674,0.00009427057,0.0006580709,0.000162656,0.0001816588,0.0005359276],"domain_scores_gemma":[0.9984123,0.00002936789,0.0002703837,0.000129353,0.0003100751,0.0008485501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0019017,0.00000986923,0.9803686,0.0000223978,0.0000440408,0.00212292,0.0005679451,0.0002529241,0.00004958291,0.000008209414,0.01443048,0.0002212995],"study_design_scores_gemma":[0.001727188,0.003006835,0.9876535,0.0001173858,0.0000396497,0.004054848,0.001224284,0.00003111035,0.0001026848,0.000005233797,0.001987106,0.00005015925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948058,0.0007407996,0.00003169661,0.003614183,0.0003323111,0.0001384384,0.00004631541,0.000001360233,0.0002890607],"genre_scores_gemma":[0.9965506,0.00001717296,0.0004241343,0.002863201,0.0001176658,0.000001578746,0.000005325008,0.00001032592,0.00001004159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.223954,"threshold_uncertainty_score":0.5786234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0526837089280345,"score_gpt":0.306232103526821,"score_spread":0.2535483945987865,"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."}}