{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004241934,0.0004942801,0.0006232796,0.003478006,0.0002717188,0.0006513648,0.0007267167,0.0005492035,0.002796981],"category_scores_gemma":[0.007980358,0.0001741447,0.0007728096,0.001134114,0.0002871381,0.001386665,0.001023464,0.000776519,0.0005594789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004591649,"about_ca_system_score_gemma":0.000927716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002439735,"about_ca_topic_score_gemma":0.007174195,"domain_scores_codex":[0.9973822,0.000967341,0.0004636397,0.0001523036,0.0009265807,0.0001079497],"domain_scores_gemma":[0.9942695,0.001188907,0.002216331,0.000279853,0.001622869,0.000422609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007782493,0.0006791395,0.8244711,0.0007371107,0.0003500936,0.0004370163,0.0006424266,0.001499372,0.009507388,0.0006557255,0.01116305,0.1490793],"study_design_scores_gemma":[0.0001758302,0.001228834,0.9848171,0.000218131,0.00009473783,0.001556012,0.0003061916,0.003177287,0.001065901,0.0002866247,0.007003386,0.00007001255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877628,0.005777151,0.06768545,0.001936269,0.0005430282,0.003791479,0.005108565,0.0008737545,0.02652137],"genre_scores_gemma":[0.8276138,0.001993134,0.1568059,0.0005545956,0.0002925996,0.00257267,0.004141189,0.00007697496,0.005948936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004241934,"threshold_uncertainty_score":0.02243376,"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."}}