{"id":"W4415766848","doi":"10.1016/j.gie.2025.10.036","title":"Required withdrawal times to meet adenoma detection targets during colonoscopy","year":2025,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Colonoscopy; Adenoma; Withdrawal time; Insertion time; Baseline (sea)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00428685,0.0006361515,0.0007503186,0.001011675,0.0009986084,0.001628447,0.0007542263,0.0008063975,0.01092286],"category_scores_gemma":[0.02809861,0.0003688329,0.001511932,0.0004083513,0.0002431334,0.001034567,0.0008502792,0.001937764,0.002571536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194507,"about_ca_system_score_gemma":0.001989613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002137599,"about_ca_topic_score_gemma":0.002857943,"domain_scores_codex":[0.9964224,0.0009100799,0.000489771,0.0002992055,0.001329464,0.000549177],"domain_scores_gemma":[0.977196,0.01315199,0.002936277,0.001072653,0.003271632,0.002371463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0516043,0.00251351,0.2276828,0.002839718,0.0009583072,0.003805503,0.00147876,0.006069939,0.1027811,0.002386116,0.01479841,0.5830816],"study_design_scores_gemma":[0.001681726,0.02779174,0.7199771,0.001498661,0.002118362,0.01247823,0.00282059,0.03096713,0.1262004,0.00539677,0.06874706,0.00032212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196071,0.009458184,0.03951771,0.003143083,0.001376615,0.0009100923,0.001767942,0.001770007,0.02244928],"genre_scores_gemma":[0.9847558,0.0007544334,0.008059278,0.0008087446,0.0001753191,0.0003343333,0.0009631721,0.0002455611,0.003903443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01092286,"threshold_uncertainty_score":0.03654057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008230221576580161,"score_gpt":0.2666970370924349,"score_spread":0.2584668155158548,"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."}}