{"id":"W2922378764","doi":"10.1155/2019/8319747","title":"The New Jersey Bowel Preparation Scale: A More Objective and Detailed Scoring System for Screening Colonoscopies","year":2019,"lang":"en","type":"article","venue":"Gastroenterology Research and Practice","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Gastroenterology and Hepatology, School of Medicine, Indiana University","keywords":"Medicine; Bowel preparation; Scale (ratio); General surgery; Colonoscopy; Internal medicine; Cartography; Colorectal 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":[0.001437593,0.0000972168,0.000181169,0.000101426,0.0004526172,0.0001060011,0.00005336271,0.00007452013,0.000002530497],"category_scores_gemma":[0.001024532,0.000073392,0.00002858197,0.000110772,0.0001753349,0.0002636169,0.00008713311,0.0003702354,0.000004026416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000732725,"about_ca_system_score_gemma":0.00009856041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002086721,"about_ca_topic_score_gemma":0.0004290443,"domain_scores_codex":[0.9985712,0.0003207098,0.0001583194,0.0003229359,0.0002305575,0.000396261],"domain_scores_gemma":[0.9975726,0.001679875,0.00008936673,0.0001750972,0.0003217593,0.0001613081],"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":[0.5636102,0.00009468785,0.4035486,0.0005504055,0.0005743691,0.00002476413,0.003640037,0.00003657807,0.009228108,0.0002129924,0.002652386,0.01582689],"study_design_scores_gemma":[0.02116683,0.1150213,0.751344,0.001071217,0.0005298035,0.00608293,0.05867172,0.01960588,0.004442103,0.00021138,0.02150141,0.0003514399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876308,0.000743545,0.004361813,0.005113059,0.0001535164,0.001261243,0.00000352481,0.00004373483,0.0006887628],"genre_scores_gemma":[0.9961658,0.000161923,0.00256251,0.0001284987,0.0001694907,0.0001439891,0.000004788575,0.00001216996,0.0006508127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5424433,"threshold_uncertainty_score":0.3481211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03992653350173569,"score_gpt":0.3797813735893691,"score_spread":0.3398548400876334,"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."}}