{"id":"W2921009053","doi":"10.1093/jcag/gwz006.150","title":"A151 WAIT TIMES FOR IBD SURGERY IN EDMONTON: 50% ARE WAITING TOO LONG","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Elective surgery; Ulcerative colitis; Surgery; General surgery; Emergency surgery; Disease; Internal medicine","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":[0.001098537,0.0002002352,0.0002368531,0.001380116,0.0007759028,0.0008486951,0.0007392337,0.0003039101,0.003785648],"category_scores_gemma":[0.003893981,0.0002439973,0.0003881917,0.002856057,0.0003455583,0.0003562626,0.0007504706,0.000527865,0.0003674345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005484812,"about_ca_system_score_gemma":0.006019326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4968263,"about_ca_topic_score_gemma":0.6302342,"domain_scores_codex":[0.9987136,0.0001522714,0.0001484643,0.0002456039,0.0004285828,0.0003114977],"domain_scores_gemma":[0.9953144,0.0007074219,0.002527475,0.0001877292,0.0006526425,0.0006102675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001094182,0.00003766235,0.9840195,0.0001230017,0.000047369,0.0001465583,0.0004389536,0.00008479914,0.000158338,0.0001864655,0.006412786,0.008235216],"study_design_scores_gemma":[0.000009730565,0.00002167588,0.9964318,0.0001153549,0.00001722878,0.0001195457,0.0005444339,0.0001541875,0.00005004604,0.00003854018,0.002491969,0.000005561392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740976,0.002044933,0.0004172099,0.001347253,0.00005917763,0.00008683157,0.01514412,0.0000358253,0.006766966],"genre_scores_gemma":[0.9863316,0.001054082,0.0007854433,0.001182166,0.00007133709,0.00009488749,0.008197642,0.00001853105,0.002264213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5031737,"threshold_uncertainty_score":0.9878689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005647912641890161,"score_gpt":0.2028446379496337,"score_spread":0.1971967253077435,"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."}}