{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006582682,0.0002351867,0.0002956334,0.0006298048,0.0002177808,0.0004262729,0.0002155386,0.0003339827,0.001572013],"category_scores_gemma":[0.005443337,0.0001714075,0.0005036921,0.0008702828,0.0002094964,0.0003891833,0.0003367977,0.000639729,0.0001259509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977367,"about_ca_system_score_gemma":0.0002361943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604178,"about_ca_topic_score_gemma":0.004033723,"domain_scores_codex":[0.9994012,0.0001703225,0.0001161476,0.00008605981,0.0001427527,0.00008349305],"domain_scores_gemma":[0.9953358,0.001123222,0.002493663,0.0001754719,0.0003862236,0.0004856884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001307136,0.0000285737,0.9975999,0.00002885573,0.00008502128,0.00007703356,0.00002297295,0.00003343268,0.0001560774,0.000007633257,0.00004691964,0.001782943],"study_design_scores_gemma":[0.000002201266,0.00007445236,0.999469,0.000008793433,0.0000312418,0.0001766101,0.00003443596,0.00008281937,0.00002664014,0.000009043128,0.00008227641,0.000002516659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963002,0.002374014,0.0001932036,0.0001045818,0.00001848301,0.0000138266,0.0002009413,0.000008405628,0.0007863929],"genre_scores_gemma":[0.9993165,0.0002983518,0.0001446691,0.00001938592,0.00001135298,0.000004194422,0.0001058084,0.000001733003,0.00009807076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001604178,"threshold_uncertainty_score":0.005258918,"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."}}