{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00132667,0.0005541336,0.0005883281,0.0008480864,0.003491787,0.002070242,0.0017945,0.001073658,0.003431058],"category_scores_gemma":[0.006431823,0.0005477742,0.001333169,0.003135687,0.001056445,0.0008126554,0.001160419,0.0009181359,0.0002183865],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1699035,"about_ca_system_score_gemma":0.08720183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997638,"about_ca_topic_score_gemma":0.9980909,"domain_scores_codex":[0.9982383,0.0003133542,0.00009518353,0.0001599569,0.0004720096,0.000721237],"domain_scores_gemma":[0.9953803,0.000842756,0.0009095084,0.0001135699,0.001347788,0.001406102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001030008,0.0006785264,0.9410548,0.0006186811,0.0004938209,0.0013173,0.004031022,0.02271595,0.0007256793,0.003100722,0.007304955,0.01692841],"study_design_scores_gemma":[0.0002105547,0.0003194309,0.9621831,0.0002107196,0.0002158675,0.0002212127,0.006216762,0.02618692,0.0001162289,0.0003159941,0.003718423,0.00008487267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919376,0.000650849,0.0002065079,0.001405531,0.00001171961,0.0001768588,0.002738605,0.00001464085,0.002857713],"genre_scores_gemma":[0.99681,0.0004226857,0.0003929515,0.0001878441,0.000005479197,0.00006241292,0.0009397294,0.000008853604,0.001170039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1699035,"threshold_uncertainty_score":0.9627942,"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."}}