{"id":"W4409718171","doi":"10.1016/j.gie.2025.01.016","title":"Response","year":2025,"lang":"en","type":"letter","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000330686,0.000347929,0.0005005469,0.000388017,0.00008144989,0.00003780257,0.0001368429,0.0002455919,0.0002641984],"category_scores_gemma":[0.00166536,0.0003329546,0.0002620833,0.0003188683,0.00009210796,0.00003095031,0.00007110416,0.002243906,0.0001436032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003090691,"about_ca_system_score_gemma":0.0006608828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001035927,"about_ca_topic_score_gemma":0.000003473365,"domain_scores_codex":[0.9980668,0.0002146944,0.0003091752,0.0005241194,0.000413644,0.0004715393],"domain_scores_gemma":[0.9983429,0.0007503384,0.0001323128,0.0004979926,0.0001814295,0.00009502901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02711894,0.00001630942,0.0003152387,0.0001940419,0.00002817771,0.002177149,0.000007697964,0.000001359135,0.003499316,0.000001217401,0.9657091,0.0009314916],"study_design_scores_gemma":[0.001221697,0.006224071,0.001294494,0.002741322,0.0001984816,0.02030009,0.00001097286,0.0000721125,0.0007679247,0.00004312626,0.9668902,0.0002354964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001786128,0.0001401639,0.01311048,0.9659347,0.0006771925,0.0005068844,0.00005288318,0.0005742305,0.01721733],"genre_scores_gemma":[0.001091572,0.000006071071,0.06417795,0.8562458,0.003615862,0.0001084743,0.0002208345,0.0000753267,0.07445815],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1096889,"threshold_uncertainty_score":0.9999123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01890519632697502,"score_gpt":0.2838567787089996,"score_spread":0.2649515823820246,"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."}}