{"id":"W4213201186","doi":"10.1093/jcag/gwab049.105","title":"A106 THE EPIDEMIOLOGY OF COMPLEX COLONIC POLYPS: A POPULATION BASED STUDY OF THE SOUTHWEST ONTARIO COLONOSCOPY COHORT","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Ottawa Regional Cancer Foundation; Western University","funders":"","keywords":"Colonoscopy; Medicine; Epidemiology; Cohort; Population; Logistic regression; Cohort study; Internal medicine; Prospective cohort study; Multivariate analysis; Surgery; Colorectal cancer; Cancer; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005378556,0.0002687382,0.0003507593,0.001101073,0.001126715,0.0007095646,0.0005884837,0.0003276714,0.001814933],"category_scores_gemma":[0.001732688,0.0004352819,0.0004678948,0.002223043,0.0004513437,0.0003635145,0.0006072992,0.0002812597,0.0002145546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004168584,"about_ca_system_score_gemma":0.003887391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7434577,"about_ca_topic_score_gemma":0.7872432,"domain_scores_codex":[0.9992117,0.00007925487,0.00005941127,0.0002003829,0.0002634882,0.0001857513],"domain_scores_gemma":[0.9981674,0.0001102227,0.0007969532,0.0001645499,0.0004168638,0.0003439956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002822496,0.000006950779,0.9991848,0.000006219371,0.0000213719,0.00004108443,0.0001114802,0.00001298079,0.00008527159,0.000008210665,0.0001737851,0.0003196869],"study_design_scores_gemma":[0.000003026819,0.00001199182,0.9996377,0.000003788091,0.00000726002,0.00003167407,0.000123109,0.0000451349,0.00000636584,0.000003259067,0.0001248771,0.000001691661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970207,0.000136507,0.00006325208,0.00007579768,0.000004116812,0.0000292595,0.002068686,0.000003353913,0.0005983618],"genre_scores_gemma":[0.9987797,0.00007629581,0.00004805212,0.00003162504,0.000004419338,0.0000203069,0.0008452311,0.000001772211,0.0001925363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2565423,"threshold_uncertainty_score":0.5161061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574747229550707,"score_gpt":0.2714895613068679,"score_spread":0.2457420890113608,"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."}}