{"id":"W2137138792","doi":"10.1038/ajg.2011.75","title":"Development and Validation of a Novel Patient Educational Booklet to Enhance Colonoscopy Preparation","year":2011,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Odds ratio; Randomized controlled trial; Confidence interval; Logistic regression; Protocol (science); Bowel preparation; Intention-to-treat analysis; Family medicine; Physical therapy; Surgery; Internal medicine; Colorectal cancer; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000187576,0.0000549114,0.0002009471,0.0000941395,0.00002815625,0.000002459173,0.00004578674,0.00000926012,0.00001366787],"category_scores_gemma":[0.00003987921,0.00003950068,0.00002753275,0.00007542482,0.0000964128,0.00003402384,0.00002027613,0.0000748672,8.25663e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004774515,"about_ca_system_score_gemma":0.00008458657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002357433,"about_ca_topic_score_gemma":0.0000180972,"domain_scores_codex":[0.9993905,0.00004605439,0.0002879503,0.00007223719,0.0001161075,0.00008717709],"domain_scores_gemma":[0.999225,0.00002664664,0.0004587451,0.00007055735,0.0001556162,0.00006339837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.7542993,0.001196059,0.07535806,0.00004143426,0.0005061515,0.000005531198,0.03731615,0.0002605789,0.09529325,0.00006292835,0.0005823628,0.03507823],"study_design_scores_gemma":[0.001581455,0.3240646,0.3238181,0.0002009145,0.0001863521,0.001942775,0.001880614,0.0001561093,0.345033,0.00005327437,0.0009682506,0.0001145494],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894316,0.00001558448,0.009525753,0.0007741367,0.00009101695,0.0001073781,0.000001057647,0.000002527325,0.0000510015],"genre_scores_gemma":[0.9731493,0.000004726113,0.0263079,0.0004706846,0.0000434268,0.000009124766,9.424497e-7,0.000004012778,0.000009858982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7527178,"threshold_uncertainty_score":0.1610791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012317948117153,"score_gpt":0.2999969479512648,"score_spread":0.2798737684700933,"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."}}