{"id":"W2898071195","doi":"10.1093/ecco-jcc/jjy161","title":"Access to Specialists and Emergency Department Visits in Inflammatory Bowel Disease: A Population-Based Study","year":2018,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Institute for Clinical Evaluative Sciences","funders":"Institute for Clinical Evaluative Sciences","keywords":"Medicine; Odds ratio; Confidence interval; Emergency department; Inflammatory bowel disease; Population; Logistic regression; Internal medicine; Disease; Emergency medicine; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006282045,0.0002360653,0.0002999665,0.0008044783,0.0007262259,0.0008145835,0.0006254996,0.0005484664,0.001254205],"category_scores_gemma":[0.002102405,0.0003427263,0.0006464228,0.002229511,0.0005648952,0.0006169243,0.0006705326,0.0006946904,0.0001605605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002767702,"about_ca_system_score_gemma":0.002213839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3599537,"about_ca_topic_score_gemma":0.4656794,"domain_scores_codex":[0.9991037,0.0001437713,0.00009695148,0.0001807435,0.0002691194,0.000205613],"domain_scores_gemma":[0.9984114,0.0001274515,0.0008439796,0.00007811117,0.0002151037,0.0003240147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001229345,0.00001372047,0.9995275,0.000007325809,0.00002549257,0.00002100038,0.00008033634,0.000009426822,0.00002558215,0.000004167307,0.00006233325,0.0002109399],"study_design_scores_gemma":[0.000002530193,0.00001769559,0.9996794,0.000004848443,0.00001093748,0.00003691304,0.0001380436,0.00002860834,0.00000338868,0.00000337385,0.00007297569,0.000001341148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982215,0.0003250356,0.00004730099,0.0001261609,0.000004182225,0.00001912923,0.0007550087,0.000003183691,0.0004986149],"genre_scores_gemma":[0.9994424,0.0001305701,0.00003826705,0.00003679001,0.000005548542,0.00000874302,0.0002683192,8.634887e-7,0.00006846822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3599537,"threshold_uncertainty_score":0.715717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009341000497194572,"score_gpt":0.2873338867216345,"score_spread":0.2779928862244399,"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."}}