{"id":"W4250003409","doi":"10.1055/s-0039-1697722","title":"How Effective are Low-Volume Solutions for Oral Colonoscopy Bowel Preparation?","year":2019,"lang":"en","type":"article","venue":"Journal of Digestive Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bowel preparation; Medicine; Colonoscopy; Scale (ratio); Gastroenterology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004060186,0.0003824129,0.001235833,0.0007381707,0.0003825951,0.001990359,0.0006833464,0.001430907,0.007178703],"category_scores_gemma":[0.01774831,0.0001633327,0.0007783418,0.0005039722,0.0005216604,0.004031853,0.0005535589,0.001195784,0.001869991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005256124,"about_ca_system_score_gemma":0.0009877633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311773,"about_ca_topic_score_gemma":0.003176999,"domain_scores_codex":[0.9980274,0.0008264753,0.000239059,0.0001131444,0.0006869006,0.0001070199],"domain_scores_gemma":[0.9957438,0.002052166,0.001261051,0.00007124856,0.0005195041,0.000352122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001716626,0.001060248,0.006445385,0.01097301,0.0003223656,0.0002285655,0.0003244324,0.0002389206,0.0009729701,0.001075382,0.0210975,0.9555447],"study_design_scores_gemma":[0.004195897,0.02838844,0.129837,0.09441377,0.003974949,0.005951721,0.01031452,0.003782942,0.0116362,0.01284868,0.6941069,0.0005489159],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.113835,0.7807844,0.006008714,0.07426307,0.003823177,0.000673327,0.0005940146,0.00026575,0.01975258],"genre_scores_gemma":[0.3773044,0.563428,0.03138566,0.01572668,0.005429446,0.001088197,0.0005440732,0.0001393777,0.004954167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007178703,"threshold_uncertainty_score":0.02401513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526740056258838,"score_gpt":0.2999391341746544,"score_spread":0.284671733612066,"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."}}