{"id":"W2738410250","doi":"10.1097/md.0000000000007319","title":"Association between bowel habits and quality of bowel preparation for colonoscopy","year":2017,"lang":"en","type":"article","venue":"Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Internal medicine; Odds ratio; Bowel preparation; Gastroenterology; Defecation; Confidence interval; Colorectal cancer","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":[0.0009395428,0.00007525893,0.0003146456,0.00005204956,0.0001654254,0.000008828083,0.00004465968,0.0000978751,0.00001380537],"category_scores_gemma":[0.002191475,0.00006251417,0.00003657625,0.00003288902,0.00007800072,0.00007692759,0.00001825519,0.00007767056,9.710592e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009347876,"about_ca_system_score_gemma":0.00003680606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006679355,"about_ca_topic_score_gemma":0.0002580404,"domain_scores_codex":[0.9991844,0.00003042079,0.0002776769,0.0001656542,0.0002316627,0.000110163],"domain_scores_gemma":[0.9988583,0.0002223469,0.0004236032,0.0002280502,0.0001981564,0.00006958289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007725797,0.00003111698,0.9703069,0.0003342833,0.0001423419,3.758913e-7,0.0006614,7.381734e-7,0.008832107,0.00009949123,0.003478497,0.00838697],"study_design_scores_gemma":[0.00310525,0.005950632,0.9727316,0.0001556739,0.0002041712,0.000001072376,0.00004335062,0.0002261748,0.01391656,0.0001699961,0.003436873,0.00005857191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885839,0.0002026884,0.002181647,0.005618575,0.0002416365,0.000477184,0.00001437648,0.00003147722,0.002648548],"genre_scores_gemma":[0.9970792,0.00003355094,0.0004026598,0.00008378136,0.0005550819,0.00003388126,0.00002908974,0.000007506877,0.001775227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008495353,"threshold_uncertainty_score":0.2623558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06176262696590388,"score_gpt":0.3925198669478212,"score_spread":0.3307572399819173,"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."}}