{"id":"W1590193334","doi":"10.1155/2010/591326","title":"Physician Barriers to Population-Based, Fecal Occult Blood Test-Based Colorectal Cancer Screening Programs for Average-Risk Patients","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Sigmoidoscopy; Medicine; Fecal occult blood; Colonoscopy; Colorectal cancer; Family medicine; Test (biology); Population; Cancer screening; Colorectal cancer screening; Health care; Cancer; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000248023,0.0001980242,0.0003990287,0.0004165583,0.0002517637,0.00004007637,0.0001416805,0.0001351006,0.000074199],"category_scores_gemma":[0.0007861605,0.0001888301,0.0002438555,0.0001931508,0.0000807949,0.0000699454,0.000006705862,0.0005616731,0.000001321651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001842311,"about_ca_system_score_gemma":0.0009749276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00788014,"about_ca_topic_score_gemma":0.1903167,"domain_scores_codex":[0.9985214,0.00005796202,0.0004052295,0.0002409753,0.0002029216,0.0005715114],"domain_scores_gemma":[0.9972482,0.00008507834,0.0003310571,0.0001337655,0.0005632289,0.001638638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006495377,0.00006646277,0.9789007,0.00001726244,0.00008969885,0.00002439728,0.00005958549,0.001360351,0.0003832131,7.335751e-7,0.0004233522,0.01217891],"study_design_scores_gemma":[0.007909445,0.03229468,0.95222,0.0001464987,0.0003654163,0.00006879051,0.00003748351,0.003474025,0.001131188,0.000008510311,0.002184647,0.0001592911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932786,0.00001304992,0.003964682,0.001031882,0.0009208475,0.0005597726,0.0001946372,0.00001859376,0.00001791912],"genre_scores_gemma":[0.9921855,3.583396e-7,0.004660497,0.002448834,0.0005272217,0.00006920162,0.00006386203,0.00003495645,0.000009577208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1824366,"threshold_uncertainty_score":0.9987265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00794561469220055,"score_gpt":0.2398454564826742,"score_spread":0.2318998417904736,"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."}}