{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003711072,0.00009437738,0.0002273858,0.0001094125,0.0001016534,0.00001605266,0.00006080343,0.00009364704,0.000002456612],"category_scores_gemma":[0.0001046579,0.00006252656,0.00005599434,0.0004236119,0.00006660935,0.00007330575,0.000002692396,0.0002540673,4.703423e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006422288,"about_ca_system_score_gemma":0.0002403098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02488873,"about_ca_topic_score_gemma":0.03412234,"domain_scores_codex":[0.9989226,0.0001166386,0.0003892876,0.0001766183,0.0002382227,0.0001566731],"domain_scores_gemma":[0.9991036,0.0003136898,0.0002245419,0.0001694342,0.0001267222,0.00006199566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007829148,0.0001524132,0.1803475,0.0002159899,0.00005964139,0.00003768452,0.0900118,0.00001350347,0.02972138,0.0002126054,0.0001602092,0.6912381],"study_design_scores_gemma":[0.0006280411,0.01371265,0.9771213,0.000142234,0.00004380066,0.00009236667,0.00287562,0.0001244432,0.004771266,0.0002381065,0.0001941877,0.00005597098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905726,0.001222162,0.0001605285,0.007181288,0.0001461627,0.0005745912,0.000005541041,0.00002272256,0.0001143798],"genre_scores_gemma":[0.9994252,0.0001199628,0.00008670953,0.0002022632,0.00008813531,0.00004591621,0.000003117464,0.00000645374,0.00002223719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7967738,"threshold_uncertainty_score":0.9835024,"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."}}