{"id":"W3135014274","doi":"10.1093/jcag/gwab002.106","title":"A108 ARE INPATIENTS STILL MORE LIKELY TO FAIL BOWEL PREPARATION IN THE SPLIT-DOSE ERA? FINDINGS FROM 47, 292 COLONOSCOPIES IN THE SOUTHWEST ONTARIO COLONOSCOPY COHORT","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Colonoscopy; Bowel preparation; Cohort; Internal medicine; Intubation; General surgery; Gastroenterology; Surgery; Colorectal cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006552775,0.0002466438,0.0003645393,0.001181453,0.0007788196,0.0007990558,0.000724397,0.0003998147,0.001900187],"category_scores_gemma":[0.003997403,0.000325131,0.0005529781,0.001814598,0.0005192831,0.0005580338,0.0006828054,0.0003940877,0.0002632448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002260385,"about_ca_system_score_gemma":0.002087982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3579427,"about_ca_topic_score_gemma":0.450418,"domain_scores_codex":[0.9989585,0.0000798232,0.0001094288,0.0002307427,0.0003250684,0.0002964028],"domain_scores_gemma":[0.9949968,0.0003060056,0.002974467,0.0002462161,0.0007287667,0.0007477837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001742549,0.000003553538,0.9994496,0.000003610631,0.000009436449,0.00002231266,0.00007548845,0.000003785717,0.00004157624,0.000003003438,0.00007652148,0.0002937792],"study_design_scores_gemma":[8.170767e-7,0.000008169167,0.999685,0.000003132438,0.000004307654,0.00002971893,0.0001879317,0.00001723579,0.000007305238,0.000001870907,0.00005345521,9.814389e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980441,0.0001811934,0.00002489754,0.0001218481,0.000004739596,0.00001085851,0.001085258,0.000003034337,0.0005239925],"genre_scores_gemma":[0.9989927,0.0001025072,0.00002829323,0.00004869132,0.000008657568,0.000008805318,0.0007001478,0.000001942148,0.0001081153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6420573,"threshold_uncertainty_score":0.7117186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038896433026957,"score_gpt":0.2490513945340702,"score_spread":0.2386624302038006,"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."}}