{"id":"W2066281651","doi":"10.1038/ajg.2010.140","title":"A Prospective Population-Based Study of Triggers of Symptomatic Flares in IBD","year":2010,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":397,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Inflammatory bowel disease; Internal medicine; Population; Odds ratio; Mood; Prospective cohort study; Disease; Affect (linguistics); Logistic regression; Psychosocial; Demography; Psychiatry; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003982137,0.00009467192,0.0003343926,0.0001253392,0.000016937,0.000002591341,0.0002754931,0.00002222507,0.00000799311],"category_scores_gemma":[0.000123533,0.00006768781,0.00009811617,0.00008209992,0.0002064293,0.000003664666,0.00003386526,0.0001564874,2.482093e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001111918,"about_ca_system_score_gemma":0.00006416306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004880496,"about_ca_topic_score_gemma":0.0005281808,"domain_scores_codex":[0.9988173,0.0003165192,0.0004869039,0.00009749379,0.0001367022,0.0001451324],"domain_scores_gemma":[0.9986125,0.00003020759,0.0009185045,0.0002491932,0.0001439205,0.00004566173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007005303,0.0003795031,0.9559961,0.000008386362,0.00009959687,0.00001643429,0.0002386162,0.0007510575,0.03538133,0.000003332249,0.000007235501,0.0001130852],"study_design_scores_gemma":[0.001860356,0.007733852,0.9882056,0.00001192253,0.00004715909,0.00002654584,0.0008016495,0.00005787217,0.001188372,0.0000313642,0.000001074468,0.00003422601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999584,0.000005783716,0.0000663964,0.00006855673,0.00007277401,0.0001900241,0.000004632456,0.00000125155,0.000006591735],"genre_scores_gemma":[0.9996431,0.000001328366,0.0002074517,0.00008381846,0.00004452888,0.000006419823,0.000001758458,0.000009824043,0.000001745343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03419296,"threshold_uncertainty_score":0.2760229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00342468651554212,"score_gpt":0.2375280214076398,"score_spread":0.2341033348920976,"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."}}