{"id":"W4287968058","doi":"10.17615/mfh8-d068","title":"Prevalence of Rome IV Functional Bowel Disorders Among Adults in the United States, Canada, and the United Kingdom","year":2020,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kingdom; Medicine; Demography; Geography; Gerontology; Biology; Sociology","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":[0.000436681,0.0001948351,0.0003092395,0.001275861,0.0006714496,0.0006788795,0.000375479,0.0002743908,0.001392488],"category_scores_gemma":[0.001535544,0.000161069,0.0002548144,0.002693529,0.0004710502,0.000259182,0.0004345069,0.0003119543,0.0001458296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004010202,"about_ca_system_score_gemma":0.004494009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9138895,"about_ca_topic_score_gemma":0.9246042,"domain_scores_codex":[0.9993502,0.00006533752,0.00007969337,0.00009192721,0.0002697108,0.000143052],"domain_scores_gemma":[0.9984842,0.00009487451,0.0004658682,0.00002917895,0.0006233845,0.0003025692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001827011,0.00000673136,0.9970662,0.00003391256,0.00001814739,0.00004714803,0.0001657338,0.00002087518,0.00005572238,0.0000254201,0.0006782367,0.001863713],"study_design_scores_gemma":[0.000001854073,0.000006714608,0.9991348,0.00003029288,0.000007261414,0.000072871,0.0003314157,0.0000289103,0.00001268141,0.000004299321,0.0003662269,0.000002609242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879659,0.002906318,0.00006965501,0.0003752551,0.00001896375,0.00003256878,0.005164597,0.00001139402,0.003455437],"genre_scores_gemma":[0.9960846,0.00134551,0.0001495552,0.0001258969,0.000008440886,0.00001403585,0.001939384,0.00000220243,0.0003305051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08611053,"threshold_uncertainty_score":0.1732352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487765174650173,"score_gpt":0.199874490030147,"score_spread":0.1849968382836453,"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."}}