{"id":"W4407285204","doi":"10.1093/jcag/gwae059.031","title":"A31 IS AN ORAL SODIUM SULFATE SOLUTION MORE EFFECTIVE FOR PATIENTS WITH PRIOR CHALLENGING COLONOSCOPY PREPARATION? - A PROSPECTIVE CASE SERIES","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"","keywords":"Colonoscopy; Medicine; Series (stratigraphy); Sulfate; Prospective cohort study; Surgery; Internal medicine; Chemistry; Geology; Colorectal cancer","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":[0.0003941639,0.0005480285,0.0007267011,0.001775397,0.001435596,0.001155629,0.000598383,0.002123176,0.002891863],"category_scores_gemma":[0.002719068,0.0005205225,0.0007954255,0.001305308,0.0009897306,0.001460561,0.0006153745,0.001170976,0.0005869296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007085675,"about_ca_system_score_gemma":0.0005725078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298052,"about_ca_topic_score_gemma":0.001947821,"domain_scores_codex":[0.9992756,0.0001478753,0.0001299639,0.000137765,0.0001294442,0.0001793064],"domain_scores_gemma":[0.9980622,0.0004949011,0.0008665696,0.00008786238,0.0001010599,0.0003874763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0001754904,0.000335681,0.4152817,0.0001524139,0.00004266256,0.5782075,0.0005367266,0.00005082109,0.0007660186,0.0001604446,0.00042135,0.00386914],"study_design_scores_gemma":[0.00002525431,0.0006689357,0.09451073,0.00008040543,0.00005078667,0.9013215,0.001650909,0.0002108054,0.0002735265,0.00009324055,0.001085823,0.00002802391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939552,0.003036799,0.0002463264,0.0005648339,0.00005362138,0.00005598403,0.00004817043,0.000008689961,0.002030431],"genre_scores_gemma":[0.9982948,0.0009323143,0.0001551521,0.0002099084,0.0001408796,0.0000133058,0.00004322626,0.000002750594,0.0002076634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002891863,"threshold_uncertainty_score":0.009674251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006135526370280754,"score_gpt":0.2607551646502358,"score_spread":0.2546196382799551,"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."}}