{"id":"W2138516745","doi":"10.1136/bmjopen-2014-007212","title":"Explaining variation in cancer survival between 11 jurisdictions in the International Cancer Benchmarking Partnership: a primary care vignette survey","year":2015,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research; University of British Columbia; University of Manitoba; Cancer Care Ontario","funders":"BC Cancer Agency; Cancer Council Victoria; University of Toronto; Menzies Centre for Australian Studies, King's College London, University of London; Department of Family and Community Medicine, University of Toronto; Helsedirektoratet; Sundhedsstyrelsen; Karolinska Institutet; Queen's University; Queen's University Belfast; Bangor University; King's College London; Lunds Universitet; Universiteit Maastricht; Centre for Public Health, Queen's University Belfast; Cancer Research UK; University of Sydney; Sveriges Kommuner och Landsting; Cancer Institute NSW; Tenovus; Partenariat Canadien Contre Le Cancer; Cancer Care Ontario; Public Health Wales; Llywodraeth Cymru; Norges Teknisk-Naturvitenskapelige Universitet; Public Health Agency; Aarhus Universitet","keywords":"Medicine; Vignette; Jurisdiction; Family medicine; Benchmarking; General partnership; Health services research; Public health; Cancer; Demography; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.007983473,0.0002136055,0.0003449941,0.001016915,0.00100075,0.001116575,0.0006997428,0.0007455574,0.001693286],"category_scores_gemma":[0.02912932,0.000373365,0.0004535395,0.00239882,0.0007981589,0.000912595,0.002328993,0.000735691,0.0001960151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003212761,"about_ca_system_score_gemma":0.002649649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04174014,"about_ca_topic_score_gemma":0.03829793,"domain_scores_codex":[0.9882316,0.008340709,0.0005563981,0.0007532766,0.0009446057,0.001173474],"domain_scores_gemma":[0.9848549,0.006212657,0.004233328,0.0008460045,0.00193196,0.001921067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000101214,0.0002836642,0.9867697,0.0000534101,0.0000485814,0.0001668895,0.006029102,0.0004286302,0.000167911,0.0001166896,0.0006625245,0.005171685],"study_design_scores_gemma":[0.00001818227,0.0004763726,0.9844496,0.00003390273,0.00001413116,0.0001758903,0.01231637,0.001477817,0.000104532,0.00006734722,0.0008489103,0.00001697614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990394,0.00003808349,0.0002152221,0.0001495127,0.000001988883,0.00008600429,0.0002067441,0.000002399903,0.0002606611],"genre_scores_gemma":[0.998907,0.0000463551,0.0004760743,0.00006676184,0.000002550856,0.0001189159,0.0003143327,0.000001782329,0.00006625866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04174014,"threshold_uncertainty_score":0.0829944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4439918913480491,"score_gpt":0.49537708544093,"score_spread":0.05138519409288095,"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."}}