{"id":"W4416910304","doi":"10.1016/j.gie.2025.10.017","title":"Response","year":2025,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Randomized controlled trial; Observational study; Colonoscopy; Quality (philosophy); MEDLINE","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":[0.00413075,0.0008130539,0.0009723419,0.0008945002,0.003330623,0.004786312,0.002421136,0.04100625,0.09420441],"category_scores_gemma":[0.0412731,0.0005761503,0.002119681,0.000462321,0.001820004,0.001973832,0.003382682,0.02161635,0.04847395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003566823,"about_ca_system_score_gemma":0.005753137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004892007,"about_ca_topic_score_gemma":0.007075966,"domain_scores_codex":[0.9949204,0.001092365,0.0003916726,0.0006912698,0.001697066,0.001207168],"domain_scores_gemma":[0.9846138,0.005601167,0.001094746,0.0006394166,0.005101088,0.002949773],"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":[0.00003635115,0.00000826834,0.0002093996,0.0000445161,0.000006681247,0.0001266089,0.00003151442,0.00001613523,0.00005395718,0.0004705747,0.9962881,0.002707994],"study_design_scores_gemma":[0.00006420628,0.00003192084,0.0008274856,0.0002056297,0.00001358592,0.0002077353,0.0002922729,0.00005294405,0.0001345454,0.001001155,0.9971408,0.00002786267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004932209,0.0008862119,0.0001704347,0.8575981,0.1277844,0.00008585407,0.0005440274,0.0001631117,0.01227469],"genre_scores_gemma":[0.001781874,0.000272694,0.00009734563,0.9422385,0.01717603,0.00009457565,0.0001308395,0.00003142162,0.03817665],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09420441,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419340212981519,"score_gpt":0.2957120145826005,"score_spread":0.2815186124527854,"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."}}