{"id":"W2093883076","doi":"10.1016/j.cdp.2006.10.004","title":"Is blinding the endoscopists to bowel preparations in randomized-controlled trials a reality?","year":2006,"lang":"en","type":"article","venue":"Cancer Detection and Prevention","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"U.S. Department of Veterans Affairs","keywords":"Medicine; Colonoscopy; Blinding; Nap; Tolerability; Nausea; Randomized controlled trial; Bowel preparation; Cathartic; Internal medicine; Vomiting; PEG ratio; Clinical trial; Adverse effect; Gastroenterology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003624432,0.0001258085,0.0009232082,0.0002536923,0.0001616278,0.00006378091,0.00002714684,0.0000849815,0.0001077962],"category_scores_gemma":[0.0006986088,0.00008149693,0.0003596742,0.0003632339,0.00003455807,0.00009129678,0.00001266238,0.0001485458,0.000004193665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607396,"about_ca_system_score_gemma":0.00007380867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002209689,"about_ca_topic_score_gemma":0.00551862,"domain_scores_codex":[0.9980125,0.0006784998,0.0007291317,0.0002541264,0.0001851138,0.0001406665],"domain_scores_gemma":[0.9990091,0.0004577602,0.0002660924,0.0001380236,0.00007618525,0.00005279289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7816815,0.0001618858,0.00227073,0.0001786108,0.0005088467,0.000003813713,0.00181994,0.001128134,0.0214999,0.0003988903,0.001689107,0.1886586],"study_design_scores_gemma":[0.7728161,0.002596273,0.07921772,0.001661701,0.002874695,0.0001291398,0.0005342856,0.02940861,0.08145203,0.01517088,0.01341384,0.0007247553],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934707,0.003385727,0.04567422,0.004749754,0.000919513,0.006085908,0.000008641666,0.0001269831,0.004342253],"genre_scores_gemma":[0.9934576,0.0002740969,0.0001090273,0.000233368,0.0004304765,0.00211357,0.000004448138,0.000009622552,0.003367781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1879339,"threshold_uncertainty_score":0.3340403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0511349921054442,"score_gpt":0.3833048891860603,"score_spread":0.3321698970806161,"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."}}