{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01568543,0.0006271451,0.001762557,0.001342497,0.00034693,0.0009680027,0.00102661,0.000924726,0.003843949],"category_scores_gemma":[0.02055489,0.0002815612,0.006821093,0.001421762,0.0005329966,0.0007774427,0.0008479769,0.001369982,0.0002370776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005663918,"about_ca_system_score_gemma":0.0008992892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007147221,"about_ca_topic_score_gemma":0.0005554121,"domain_scores_codex":[0.9886646,0.006639377,0.001167742,0.001657745,0.001378146,0.0004923351],"domain_scores_gemma":[0.9799492,0.01180987,0.005177915,0.001629897,0.0006890717,0.0007441094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.06267387,0.0007805752,0.8694599,0.0008960405,0.02994895,0.0001912364,0.0002186881,0.003033435,0.001032601,0.001122173,0.001864368,0.02877808],"study_design_scores_gemma":[0.004142746,0.02029374,0.8802782,0.0002634235,0.02810586,0.0005888714,0.0003830729,0.05750021,0.001424009,0.003040867,0.003829802,0.0001493111],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736376,0.004456303,0.01822367,0.0004031141,0.0002063444,0.000915947,0.001188221,0.00005382046,0.0009149526],"genre_scores_gemma":[0.9933946,0.0003904831,0.004327672,0.00009613133,0.00008441666,0.0006585203,0.0006649605,0.00001751232,0.0003656416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01568543,"threshold_uncertainty_score":0.08295345,"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."}}