{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003001695,0.0002558852,0.0004575392,0.001299654,0.001504207,0.001447019,0.001192142,0.0006255741,0.001452399],"category_scores_gemma":[0.0189355,0.0002533577,0.0006502551,0.003096652,0.0008612789,0.0007573922,0.001428573,0.0009335624,0.00008568247],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05677855,"about_ca_system_score_gemma":0.04791602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9789748,"about_ca_topic_score_gemma":0.9787917,"domain_scores_codex":[0.9962742,0.0003955566,0.0002962452,0.0003652904,0.001548445,0.001120296],"domain_scores_gemma":[0.986362,0.00212049,0.002973711,0.000246998,0.004643629,0.003653206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001178334,0.0001048427,0.9782547,0.0001508032,0.0001800155,0.00007310163,0.00132378,0.001529463,0.0001178263,0.0005664128,0.002306872,0.01421388],"study_design_scores_gemma":[0.00007638647,0.0002175832,0.994392,0.00007778498,0.00006644367,0.00004471943,0.00172038,0.002424732,0.00008013216,0.0001078075,0.0007653822,0.00002664324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946125,0.0009016764,0.0001702863,0.0007641769,0.00002005445,0.00004616158,0.001502742,0.00001434219,0.001968181],"genre_scores_gemma":[0.9986544,0.0002034043,0.0001456568,0.0001080501,0.000004845121,0.00001717183,0.0007324896,0.000004560333,0.0001294387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9432214,"threshold_uncertainty_score":0.4119592,"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."}}