{"id":"W2944009130","doi":"10.1016/s0016-5085(19)39353-9","title":"Tu1043 – Gastroenterology Fellows Have Similar Polyp, Adenoma and Sessile Serrated Adenoma Detection Rates with Underwater Colonoscopy Vs Air-Insufflation Colonoscopy Each Quarter of Fellowship","year":2019,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Medicine; Adenoma; Insufflation; General surgery; Quarter (Canadian coin); Gastroenterology; Internal medicine; Surgery; Colorectal cancer; Cancer; Geography","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":[0.0009345355,0.0001620433,0.0002976893,0.0006830244,0.000459086,0.0007132941,0.0002773371,0.0005805939,0.0111373],"category_scores_gemma":[0.004707311,0.0001873348,0.0006037718,0.0009926652,0.0002828689,0.0007424611,0.0006208044,0.0005789566,0.001520398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006310263,"about_ca_system_score_gemma":0.0008167786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007833384,"about_ca_topic_score_gemma":0.01641161,"domain_scores_codex":[0.9992306,0.0001567743,0.00005556518,0.0001064175,0.0001735671,0.0002770924],"domain_scores_gemma":[0.9966336,0.0003644981,0.001138655,0.0002232482,0.0005247169,0.001115228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001707672,0.0004729282,0.9350492,0.0000814188,0.0002325898,0.0002927268,0.0002108643,0.0002784824,0.004978083,0.0002394785,0.007047594,0.04940886],"study_design_scores_gemma":[0.00005362649,0.0006795274,0.9933827,0.0000195528,0.00004480012,0.0006745788,0.0004461741,0.0003340274,0.0004998703,0.0000762157,0.003777361,0.00001154697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876324,0.0003872584,0.0004486083,0.0009652125,0.0001682756,0.00002505828,0.0005004353,0.00007698689,0.009795764],"genre_scores_gemma":[0.9924259,0.0001568462,0.0004922987,0.0005262218,0.00009706323,0.00001806924,0.00108236,0.00003708109,0.005164203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0111373,"threshold_uncertainty_score":0.03725803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008113583620836615,"score_gpt":0.2385945010050298,"score_spread":0.2304809173841932,"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."}}