{"id":"W2118880120","doi":"10.15403/jgld.2014.1121.232.ewh1","title":"Patient Tolerability of Bowel Preparation is Associated with Polyp Detection Rate During Colonoscopy","year":2014,"lang":"en","type":"article","venue":"Journal of Gastrointestinal and Liver Diseases","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Bowel preparation; Tolerability; Internal medicine; Gastroenterology; Adverse effect; Colorectal cancer; 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":[0.00012834,0.00008544201,0.0002164685,0.00007461412,0.00006159429,0.0000128036,0.00001868705,0.00001671436,0.00001569428],"category_scores_gemma":[0.0003312486,0.00006294993,0.00007043573,0.00009001044,0.00006048269,0.000111089,0.00001112366,0.0001087336,2.745973e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006993387,"about_ca_system_score_gemma":0.00005680523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005237314,"about_ca_topic_score_gemma":0.00002446973,"domain_scores_codex":[0.9992747,0.00007867089,0.0002643023,0.0001027414,0.0001859637,0.0000936396],"domain_scores_gemma":[0.9989875,0.00008865628,0.0003939368,0.00006035707,0.0003373745,0.000132189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09207741,0.0006309288,0.8661415,0.0002568239,0.0001258943,0.0000611816,0.0004239172,0.0002582584,0.03386516,0.000002966306,0.00004346238,0.006112512],"study_design_scores_gemma":[0.001284095,0.02755923,0.943772,0.0007148896,0.0002211804,0.0008948649,0.00008113537,0.002524949,0.02286548,0.00001704074,0.000009316524,0.00005578724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981727,0.000135074,0.001446826,0.00005510914,0.00003250914,0.00009998843,0.000006231137,0.00001281905,0.00003876625],"genre_scores_gemma":[0.9995037,0.000008150357,0.0003557928,0.00003137882,0.00007179273,0.00000220278,0.000001201802,0.000005538106,0.00002025099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09079331,"threshold_uncertainty_score":0.2567024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006597971817912228,"score_gpt":0.2247420213105361,"score_spread":0.2181440494926239,"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."}}