{"id":"W4323351115","doi":"10.1093/jcag/gwac036.159","title":"A159 RISK OF TOTAL METACHRONOUS ADVANCED NEOPLASIA IN PATIENTS WITH SERRATED LESIONS AND INFLAMMATORY BOWEL DISEASE","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; University of Ottawa","funders":"","keywords":"Medicine; Internal medicine; Colonoscopy; Gastroenterology; Inflammatory bowel disease; Cohort; Primary sclerosing cholangitis; Sigmoidoscopy; Disease; Colorectal cancer; Cancer","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":[0.0003182959,0.0001980723,0.0002175664,0.0008924791,0.000319618,0.0006132956,0.0002512814,0.0003303168,0.002503206],"category_scores_gemma":[0.001814923,0.0001933134,0.0003470095,0.0008346535,0.0001721672,0.0003627368,0.0003177368,0.000410733,0.0001808623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002518727,"about_ca_system_score_gemma":0.0003093032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006128032,"about_ca_topic_score_gemma":0.007533089,"domain_scores_codex":[0.9997345,0.00005583815,0.00002810124,0.00007236745,0.00005766903,0.00005156261],"domain_scores_gemma":[0.9982587,0.0002305551,0.0009394756,0.00008230768,0.0001246365,0.00036442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007352613,0.000007023781,0.999331,0.000004808729,0.00001643631,0.00005943525,0.000009088616,0.000009798211,0.00006067488,0.000004605605,0.00002568193,0.0003979417],"study_design_scores_gemma":[0.000005235217,0.00005455934,0.9991828,0.000003967004,0.00001611017,0.0004971656,0.00004128654,0.00008774068,0.00002529458,0.000008924517,0.00007549537,0.000001360968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988773,0.000455871,0.00003165022,0.00003441443,0.000003946249,0.000003553007,0.0002674934,0.000002610859,0.0003231699],"genre_scores_gemma":[0.9996622,0.00008668821,0.00003130383,0.000007921634,0.000009334804,0.00000160839,0.0001302711,5.032952e-7,0.000070222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006128032,"threshold_uncertainty_score":0.01218474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003906701656565387,"score_gpt":0.2021060967048164,"score_spread":0.198199395048251,"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."}}