{"id":"W2157848402","doi":"10.12927/hcq.2009.20675","title":"ICES Report: New Findings about the Risks and Limitations of Colonoscopy Used in the Early Detection of Colorectal Cancer","year":2009,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; University of British Columbia","keywords":"Colonoscopy; Colorectal cancer; Medicine; General surgery; Adenomatous polyps; Rectum; Cancer; Colorectal cancer screening; Bowel preparation; Intensive care medicine; Surgery; Internal medicine","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":[0.03299575,0.0005584762,0.000743649,0.004306344,0.0006625092,0.004045154,0.001364571,0.003029878,0.004421073],"category_scores_gemma":[0.1272677,0.0003213921,0.001319653,0.004219896,0.00130096,0.00329428,0.001644153,0.003303396,0.00149979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00322531,"about_ca_system_score_gemma":0.006159457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01176127,"about_ca_topic_score_gemma":0.01427532,"domain_scores_codex":[0.9801733,0.004678638,0.002909143,0.0008997006,0.0105188,0.0008205386],"domain_scores_gemma":[0.7104788,0.1804028,0.03009564,0.007975643,0.06533619,0.005710978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006536448,0.0002996762,0.1306246,0.003092136,0.000249144,0.0006266283,0.001263668,0.0003894592,0.0004452805,0.006144391,0.6395158,0.2166955],"study_design_scores_gemma":[0.00008489413,0.0003885564,0.2197286,0.003717972,0.0006726701,0.002184116,0.001547188,0.0002854301,0.001268734,0.001790352,0.7682131,0.0001184689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06187767,0.2021495,0.00720132,0.4231848,0.05547575,0.0007261013,0.03469621,0.0006359732,0.2140527],"genre_scores_gemma":[0.3679566,0.2573329,0.02658193,0.1839821,0.08302107,0.001230822,0.04512938,0.0006816952,0.03408345],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03299575,"threshold_uncertainty_score":0.1745003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07526963598203475,"score_gpt":0.356970678671397,"score_spread":0.2817010426893623,"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."}}