{"id":"W1747501248","doi":"10.1155/2007/810941","title":"Resource Implications for a Population-Based Colorectal Cancer Screening Program in Canada: A Study of the Impact on Colonoscopy Capacity and Costs in London, Ontario","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Colonoscopy; Population; Fecal occult blood; Colorectal cancer; Health care; Family medicine; Colorectal cancer screening; Cohort; 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":[0.0003543743,0.00009905545,0.0003097166,0.0003375356,0.00006167122,0.000006147116,0.00007849091,0.00004605225,0.000005534],"category_scores_gemma":[0.00008971882,0.00007675746,0.00005417335,0.0002081065,0.00004259426,0.00002287835,0.000005280772,0.000323798,7.049141e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003626245,"about_ca_system_score_gemma":0.002821139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962403,"about_ca_topic_score_gemma":0.9999874,"domain_scores_codex":[0.9990095,0.00007468728,0.0003956961,0.0001224491,0.00009029081,0.0003073562],"domain_scores_gemma":[0.9991789,0.0001064785,0.0002507918,0.00008945393,0.000122832,0.0002515226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01532765,0.00008193508,0.9801904,0.000005346317,0.00003499056,0.0000136195,0.0002898387,0.00194192,0.00003803269,9.121555e-7,0.00005548487,0.002019861],"study_design_scores_gemma":[0.003380112,0.01605691,0.979718,0.0001219857,0.00003121518,0.00007613561,0.0002157716,0.0002687207,0.00005317302,0.000002774565,0.00004100289,0.00003423756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982471,0.00002612611,0.00006417492,0.000671254,0.00008167828,0.0008661198,0.00003048875,0.000001708584,0.0000113414],"genre_scores_gemma":[0.9995506,2.852354e-7,0.0001588654,0.0002075683,0.00002880454,0.00004011906,0.000003304174,0.000008342225,0.000002126081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597497,"threshold_uncertainty_score":0.9482505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044692487363462,"score_gpt":0.2893523852305961,"score_spread":0.2689054603569614,"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."}}