{"id":"W1539086707","doi":"10.1038/ajg.2014.272","title":"Optimizing Adequacy of Bowel Cleansing for Colonoscopy: Recommendations From the US Multi-Society Task Force on Colorectal Cancer","year":2014,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":244,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Tolerability; Medicine; Colonoscopy; Colorectal cancer; Bowel preparation; Adverse effect; Internal medicine; Regimen; Intensive care medicine; General surgery; 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":[0.0005614804,0.0001249878,0.0004727133,0.0000465173,0.0001616553,0.00001124108,0.0001891022,0.00002968012,0.00001249469],"category_scores_gemma":[0.0001495184,0.00007561454,0.0002848227,0.0001173447,0.0003488182,0.00004389486,0.00003427049,0.0003618417,4.742171e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115756,"about_ca_system_score_gemma":0.00006192742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003935657,"about_ca_topic_score_gemma":0.0003328082,"domain_scores_codex":[0.9988271,0.0002502659,0.0004026167,0.0001364683,0.0001425556,0.0002409933],"domain_scores_gemma":[0.9980162,0.0006411772,0.000910915,0.0001629725,0.0001957208,0.00007298078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7313994,0.000651214,0.09554176,0.00004613882,0.002680209,0.00000506689,0.01122227,0.01836758,0.05634031,0.00003310792,0.007457172,0.07625579],"study_design_scores_gemma":[0.02202589,0.4955927,0.2975015,0.001203281,0.002455936,0.0007048852,0.01043911,0.1343766,0.02685193,0.0001775883,0.008268441,0.0004020902],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925559,0.00006285186,0.06413931,0.00961818,0.0003564204,0.0002049674,0.00003663211,0.00001047822,0.00001210657],"genre_scores_gemma":[0.9819776,0.0000956096,0.01372594,0.003748819,0.0003971335,0.000018083,0.000005589049,0.00001928847,0.00001192661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7093735,"threshold_uncertainty_score":0.3083471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184212649075311,"score_gpt":0.3012405162792072,"score_spread":0.2828192513716761,"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."}}