{"id":"W2794034010","doi":"10.14740/gr942w","title":"Aquanet Bowel Cleansing Device Versus Oral Sodium Picosulfate for Pre-Endoscopy Bowel Preparation: Propensity Score Analysis for Interventional Effectiveness Evaluation","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bowel preparation; Propensity score matching; Colonoscopy; Gastroenterology; Bisacodyl; Endoscopy; Internal medicine; Colorectal 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":[0.004920794,0.000171131,0.0004056474,0.0005080466,0.00046512,0.00006583295,0.0001415058,0.0001388567,0.00007635032],"category_scores_gemma":[0.0007783113,0.0001624397,0.0002858218,0.0004835362,0.0003145631,0.0001686485,0.0001004241,0.0002882007,0.00001105682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004161062,"about_ca_system_score_gemma":0.000208619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001592921,"about_ca_topic_score_gemma":0.003246152,"domain_scores_codex":[0.9968936,0.0008755811,0.0003503808,0.0006590892,0.0006090899,0.0006122769],"domain_scores_gemma":[0.9967518,0.0003849277,0.0001263804,0.0003395517,0.002257766,0.0001396118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.515725,0.0003424529,0.4746859,0.000320089,0.001460855,0.000002542873,0.0002342559,0.0003494898,0.003186135,0.00002661049,0.0008203472,0.002846347],"study_design_scores_gemma":[0.01294793,0.04246222,0.8428356,0.0001225461,0.001063306,0.00002527044,0.00005426686,0.09305414,0.007010392,0.0001745329,0.0001489122,0.0001008774],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898589,0.00004578241,0.09744202,0.000311241,0.0005191091,0.002939427,0.0000324661,0.00005349851,0.00006753334],"genre_scores_gemma":[0.9955669,0.000001904541,0.002209506,0.00005223356,0.0005246542,0.001161347,0.0003550535,0.00002318172,0.0001051919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.502777,"threshold_uncertainty_score":0.6624097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2139031223255476,"score_gpt":0.4690668888462574,"score_spread":0.2551637665207097,"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."}}