{"id":"W4415540556","doi":"10.14309/01.ajg.0001128764.21660.92","title":"S326 Comparative Effectiveness of Bowel Preparation Agents in Colonoscopy: A Network Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Bowel preparation; Senna; Randomized controlled trial; Meta-analysis; Confidence interval; Nausea; PEG ratio","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":[0.02848948,0.002986552,0.01524073,0.005300311,0.0005944718,0.004047161,0.002310747,0.002988225,0.0101028],"category_scores_gemma":[0.05832419,0.001236008,0.05914038,0.005013732,0.0008906976,0.0024869,0.001814912,0.002664461,0.0005764205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001926259,"about_ca_system_score_gemma":0.00199934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004648164,"about_ca_topic_score_gemma":0.005661006,"domain_scores_codex":[0.9740033,0.01822742,0.003647358,0.00198354,0.001590012,0.000548401],"domain_scores_gemma":[0.9526972,0.0400198,0.004085294,0.001415532,0.00137123,0.0004109914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.008663673,0.00002933002,0.006040192,0.09136604,0.8870519,0.000111399,0.00005040617,0.0008397473,0.0001449674,0.0001591828,0.0005484251,0.004994699],"study_design_scores_gemma":[0.002095999,0.0003478177,0.004085882,0.005783614,0.9854741,0.00006276748,0.00003293289,0.00072488,0.00008335874,0.0003860863,0.0008982239,0.00002441125],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03315314,0.9549463,0.004318603,0.001000007,0.001100316,0.001299337,0.002681741,0.0001596017,0.001341066],"genre_scores_gemma":[0.7531324,0.2277065,0.007836705,0.001993344,0.0009587608,0.004081387,0.002673779,0.0001319477,0.001485189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02848948,"threshold_uncertainty_score":0.1506685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0508960345611976,"score_gpt":0.3729412798641034,"score_spread":0.3220452453029057,"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."}}