{"id":"W2903805867","doi":"10.14740/gr1118","title":"Factors Influencing the Adequacy of Bowel Preparation in Patients With Developmental Disabilities","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Odds ratio; Confidence interval; Concomitant; Population; Bowel preparation; Retrospective cohort study; Endoscopy; Pediatrics; Internal medicine; Colorectal cancer; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003823106,0.00006571162,0.0001246871,0.0001508883,0.00008872025,0.000006893213,0.00007421247,0.00003842447,0.0000482035],"category_scores_gemma":[0.000217319,0.00003882377,0.0000194263,0.0001936276,0.0005542799,0.00006827594,0.00006303579,0.0002298288,0.000004915635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535,"about_ca_system_score_gemma":0.00007541106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002437999,"about_ca_topic_score_gemma":0.00145675,"domain_scores_codex":[0.9989225,0.0001554264,0.0001673209,0.0001624315,0.0003235826,0.0002686999],"domain_scores_gemma":[0.9994628,0.00009721006,0.00003279182,0.0001303151,0.0002376974,0.00003922519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01180986,0.0000700028,0.9838765,0.0000139764,0.00001801337,2.471089e-7,0.003786018,0.000002212137,0.0001312588,0.000003526857,0.00004689332,0.000241533],"study_design_scores_gemma":[0.001076916,0.008583196,0.9862286,0.00003964215,0.00000435523,0.00000356803,0.002510596,0.00003499662,0.001466665,0.00001129768,0.00002028398,0.00001990274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990522,0.000004404498,0.00003103839,0.00009629885,0.0000346313,0.0003413275,0.000002288591,0.0000112381,0.0004266071],"genre_scores_gemma":[0.999762,5.756951e-7,0.00007537915,0.00003126901,0.00003389459,0.00003130239,0.000007290597,0.000006283137,0.00005201924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073295,"threshold_uncertainty_score":0.2042268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05479407871313195,"score_gpt":0.3471497827424152,"score_spread":0.2923557040292832,"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."}}