{"id":"W2064893615","doi":"10.1002/cncr.25093","title":"Association of local capacity for endoscopy with individual use of colorectal cancer screening and stage at diagnosis","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Ontario Institute for Cancer Research","funders":"National Cancer Institute","keywords":"Medicine; Sigmoidoscopy; Colonoscopy; Epidemiology; Psychological intervention; Colorectal cancer; Socioeconomic status; Gerontology; Health equity; Ethnic group; Cancer screening; Stage (stratigraphy); Odds ratio; Odds; Demography; Cancer; Logistic regression; Public health; Environmental health; Internal medicine; Population; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007274023,0.0001108777,0.0001667009,0.0005545996,0.0002385485,0.0004688457,0.000425056,0.0003047861,0.002922264],"category_scores_gemma":[0.006638349,0.0001370961,0.0002835655,0.0007665334,0.0003607023,0.0003606903,0.0005270268,0.000404067,0.0001636331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003876586,"about_ca_system_score_gemma":0.0004326024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01118034,"about_ca_topic_score_gemma":0.01502581,"domain_scores_codex":[0.9994355,0.0001861256,0.00005216706,0.0001235424,0.00009256638,0.0001100287],"domain_scores_gemma":[0.9938285,0.001787325,0.002791917,0.0002769138,0.0004975951,0.0008177219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003989384,0.00002081921,0.9984936,0.000008035934,0.00003420179,0.0000246326,0.00005274104,0.0001186773,0.0000470682,0.00003084318,0.0001065852,0.001023012],"study_design_scores_gemma":[0.00000299237,0.00002755632,0.999153,0.000008277143,0.00001705818,0.0000812431,0.0001824937,0.0003008873,0.00003400688,0.00003734259,0.0001515562,0.00000363958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985719,0.0002483254,0.000104775,0.0001384787,0.000002959875,0.000005559932,0.0002730725,0.000004868792,0.000650126],"genre_scores_gemma":[0.9996357,0.00005575889,0.00005396575,0.00001265702,0.000004447027,0.000003920336,0.0001448035,0.000001384774,0.00008738488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01118034,"threshold_uncertainty_score":0.02223051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03973469579308505,"score_gpt":0.2916459884731618,"score_spread":0.2519112926800767,"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."}}