{"id":"W4283026035","doi":"10.1016/s0016-5085(22)61175-2","title":"Su1086: THE EPIDEMIOLOGY OF COMPLEX COLONIC POLYPS: A POPULATION BASED STUDY OF THE SOUTHWEST ONTARIO COLONOSCOPY COHORT.","year":2022,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Medicine; Epidemiology; Cohort; Gastroenterology; Population; Internal medicine; General surgery; Cohort study; Environmental health; Colorectal cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002395939,0.0003150561,0.0003054497,0.0007731005,0.001133696,0.000718423,0.000618159,0.0004263123,0.001618918],"category_scores_gemma":[0.00099135,0.0003722409,0.0004517645,0.002568742,0.0003906156,0.0003563153,0.0006202639,0.0004431169,0.0002149168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00244544,"about_ca_system_score_gemma":0.00257766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.792866,"about_ca_topic_score_gemma":0.8448137,"domain_scores_codex":[0.9996701,0.00003137033,0.00002517395,0.00006588249,0.0001068391,0.0001006148],"domain_scores_gemma":[0.9993319,0.00002768842,0.000262915,0.00006156504,0.0001456202,0.0001703158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006884396,0.000009613558,0.9986597,0.000007892272,0.00003010922,0.00007622337,0.000147016,0.00001199135,0.0002508378,0.00001652819,0.0002488162,0.0004723805],"study_design_scores_gemma":[0.000002867901,0.000009025272,0.9996094,0.000003501535,0.00001029794,0.00004968967,0.0001208914,0.00002203145,0.000009675409,0.000004199159,0.0001566753,0.000001680759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965379,0.0002584561,0.00003462295,0.00008461951,0.00000484821,0.00001599329,0.002268622,0.000003648337,0.0007913286],"genre_scores_gemma":[0.9978829,0.0001955226,0.00005386424,0.00003594005,0.000005662012,0.00001285595,0.001298722,0.000002992716,0.0005115719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.792866,"threshold_uncertainty_score":0.4167077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03793974618535213,"score_gpt":0.2905167108308184,"score_spread":0.2525769646454663,"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."}}