{"id":"W2920923054","doi":"10.1093/jcag/gwz006.275","title":"A276 CLINCAL PREDICTORS FOR SESSILE SERRATED ADENOMA DETECTION: AN ANALYSIS OF 17,524 COLONOSCOPIES","year":2019,"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":"Western University","funders":"","keywords":"Medicine; Colonoscopy; Internal medicine; Adenoma; Colorectal cancer; Demographics; Intubation; Gastroenterology; Bowel preparation; Prospective cohort study; Withdrawal time; Cancer; Surgery","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":[0.0009444247,0.0003604766,0.0004788294,0.00123892,0.0005218812,0.0007366455,0.0005293165,0.0003870233,0.001538822],"category_scores_gemma":[0.003982866,0.0004132141,0.0009894964,0.002336022,0.0003733455,0.0004071,0.0006611868,0.0003820283,0.0002655534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380868,"about_ca_system_score_gemma":0.001882596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1126123,"about_ca_topic_score_gemma":0.1748288,"domain_scores_codex":[0.9988758,0.0001303754,0.0001763802,0.0002345063,0.0003621984,0.0002207218],"domain_scores_gemma":[0.9952134,0.0008958516,0.002576206,0.0003388809,0.0005490984,0.0004265154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005014649,0.00000571698,0.9992824,0.000009745437,0.00004881877,0.00004640123,0.00002465282,0.00001984998,0.00007692285,0.000002700793,0.00006375724,0.0003689078],"study_design_scores_gemma":[0.000003420838,0.0000201917,0.9995116,0.000005235761,0.00002715758,0.00008338942,0.00007355036,0.0001272177,0.00001688811,0.000002652515,0.0001271929,0.000001626846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977735,0.0004144363,0.0000714484,0.00003570252,0.000003907219,0.00001191693,0.001419672,0.000006881392,0.0002625102],"genre_scores_gemma":[0.9983357,0.0001841016,0.00007273033,0.000021717,0.000006995845,0.00001359429,0.001225164,0.000003902339,0.0001361848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126123,"threshold_uncertainty_score":0.2239137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009544989996985375,"score_gpt":0.2536649808645179,"score_spread":0.2441199908675326,"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."}}