{"id":"W2902834634","doi":"10.1136/bmjopen-2018-023870","title":"Diagnostic routes and time intervals for patients with colorectal cancer in 10 international jurisdictions; findings from a cross-sectional study from the International Cancer Benchmarking Partnership (ICBP)","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Ontario Institute for Cancer Research; Cancer Care Ontario","funders":"Helsedirektoratet; Department of Health, State Government of Victoria; Public Health Agency; Cancer Institute NSW; University of Edinburgh; National Institute for Health and Care Research; University College London; Macmillan Cancer Support; Royal Marsden NHS Foundation Trust; Cancer Care Ontario; Kræftens Bekæmpelse; Cancer Council Victoria; Partenariat Canadien Contre Le Cancer; Norges Teknisk-Naturvitenskapelige Universitet; Aarhus Universitet; Sveriges Kommuner och Landsting; Cancer Research UK; Llywodraeth Cymru; Sundhedsstyrelsen; Cancer Research Wales; CancerCare Manitoba Foundation; U.S. Department of Health and Human Services","keywords":"Medicine; Benchmarking; Colorectal cancer; Cross-sectional study; Cancer; General partnership; Family medicine; Epidemiology; Environmental health; Internal medicine; Pathology","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":[0.003308164,0.0002968798,0.0003761696,0.001332822,0.0006803835,0.0008412123,0.0006293971,0.0004738446,0.0009180562],"category_scores_gemma":[0.009741576,0.000408147,0.0004959201,0.002756606,0.0004875682,0.0009255378,0.001521305,0.0006945549,0.0001690227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145614,"about_ca_system_score_gemma":0.0009197264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02742175,"about_ca_topic_score_gemma":0.02262431,"domain_scores_codex":[0.9977605,0.001002242,0.0002535794,0.0003929407,0.0002996867,0.0002908871],"domain_scores_gemma":[0.9900929,0.001666507,0.006253609,0.0003627722,0.0007951276,0.0008290633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006545208,0.00003948374,0.9980253,0.0000190997,0.00002702758,0.00003735772,0.0007315511,0.00004581653,0.00003367196,0.00001709658,0.0001426521,0.000815485],"study_design_scores_gemma":[0.000006048274,0.0001056087,0.9970803,0.00001805027,0.00002383488,0.0001500961,0.002213564,0.0001428593,0.00003431116,0.00001178154,0.0002072097,0.000006360062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989293,0.0001584211,0.0000740853,0.00004129552,0.00000270457,0.00001525551,0.0006009457,0.00000266266,0.0001751274],"genre_scores_gemma":[0.9990851,0.00008029619,0.0001205062,0.00003476163,0.000003847888,0.00003326774,0.0005997519,0.00000209149,0.00004055258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02742175,"threshold_uncertainty_score":0.05452424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05103455379467433,"score_gpt":0.3897376534015233,"score_spread":0.338703099606849,"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."}}