{"id":"W4296794018","doi":"10.14309/ajg.0000000000002026","title":"Sleep Disturbances, Bowel Movement Kinetics, and Travel Interruption With Bowel Preparation: A Bowel CLEANsing National Initiative Substudy","year":2022,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Dalhousie University; University of Alberta; McGill University Health Centre; Western University; University of Manitoba","funders":"","keywords":"Medicine; Bisacodyl; Colonoscopy; Defecation; PEG ratio; Morning; Randomized controlled trial; Evening; Internal medicine; Gastroenterology; Laxative; Surgery; Anesthesia; Constipation; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003049131,0.0009765588,0.00224684,0.0005355054,0.002120056,0.001022753,0.0009983249,0.00125744,0.002854845],"category_scores_gemma":[0.002636631,0.000584157,0.002271836,0.001528543,0.0008704893,0.0004937022,0.0006604579,0.001162973,0.000243421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003451643,"about_ca_system_score_gemma":0.005447146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09256456,"about_ca_topic_score_gemma":0.2292068,"domain_scores_codex":[0.998275,0.0007960022,0.0001718225,0.0002158695,0.0002380601,0.0003032574],"domain_scores_gemma":[0.9972978,0.000475123,0.001109463,0.0001859055,0.0003806256,0.0005510509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2676292,0.006971879,0.6865133,0.002604689,0.01046897,0.000148651,0.0004986549,0.0004513413,0.002104035,0.0001158469,0.003219183,0.01927413],"study_design_scores_gemma":[0.05606913,0.02648296,0.9073877,0.0003226104,0.0060288,0.000133036,0.0001869666,0.0003317677,0.0004289694,0.00006331626,0.002510387,0.00005441841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845126,0.004139503,0.0001596096,0.0003255865,0.00004655673,0.003559008,0.005679952,0.00001518532,0.001561991],"genre_scores_gemma":[0.9860566,0.001622675,0.0007171383,0.0006953973,0.0001663639,0.004022968,0.006145202,0.000005059686,0.0005687018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09256456,"threshold_uncertainty_score":0.1840515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02048862849947834,"score_gpt":0.2746433663128298,"score_spread":0.2541547378133514,"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."}}